analysis

final max info gain=0.1783630791430595, best feature=israel

this node's feature=israel
generating israel's root.left
final max info gain=0.04358930304293873, best feature=dyj

this node's feature=dyj
generating dyj's root.left
final max info gain=0.2516291673878229, best feature=act

this node's feature=act
generating act's root.left
final max info gain=0, best feature=

leaf, path=israel&dyj&act
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating act's root.right
final max info gain=0, best feature=

leaf, path=israel&dyj&!act
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating dyj's root.right
final max info gain=0.03607394162443639, best feature=jack

this node's feature=jack
generating jack's root.left
final max info gain=0.2710382325345574, best feature=why

this node's feature=why
generating why's root.left
final max info gain=0.1831497988820473, best feature=are

this node's feature=are
generating are's root.left
final max info gain=0.10218717094933338, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&jack&why&are&about
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=4
root's label=talk.politics.mideast

generating about's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&jack&why&are&!about
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating are's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&jack&why&!are
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating why's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&jack&!why
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating jack's root.right
final max info gain=0.034599574162548524, best feature=repeated

this node's feature=repeated
generating repeated's root.left
final max info gain=0.8112781244591328, best feature=can

this node's feature=can
generating can's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&repeated&can
talk.politics.guns=0
talk.politics.mideast=6
talk.politics.misc=0
root's label=talk.politics.mideast

generating can's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&repeated&!can
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating repeated's root.right
final max info gain=0.03111979235170484, best feature=amendment

this node's feature=amendment
generating amendment's root.left
final max info gain=0.4199730940219749, best feature=america

this node's feature=america
generating america's root.left
final max info gain=0.2516291673878229, best feature=abhors

this node's feature=abhors
generating abhors's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&amendment&america&abhors
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating abhors's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&amendment&america&!abhors
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating america's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&amendment&!america
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating amendment's root.right
final max info gain=0.029462632797914362, best feature=musicb

this node's feature=musicb
generating musicb's root.left
final max info gain=0.12255624891826566, best feature=bank

this node's feature=bank
generating bank's root.left
final max info gain=0.109170338675599, best feature=authority

this node's feature=authority
generating authority's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&musicb&bank&authority
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating authority's root.right
final max info gain=0.07898214060026854, best feature=accept

this node's feature=accept
generating accept's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&musicb&bank&!authority&accept
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating accept's root.right
final max info gain=0.10218717094933338, best feature=ben

this node's feature=ben
generating ben's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&musicb&bank&!authority&!accept&ben
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating ben's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&musicb&bank&!authority&!accept&!ben
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=4
root's label=talk.politics.mideast

generating bank's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&musicb&!bank
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=0
root's label=talk.politics.mideast

generating musicb's root.right
final max info gain=0.028234992986304427, best feature=baker

this node's feature=baker
generating baker's root.left
final max info gain=0.31127812445913283, best feature=address

this node's feature=address
generating address's root.left
final max info gain=0.2516291673878229, best feature=accumulated

this node's feature=accumulated
generating accumulated's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&baker&address&accumulated
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating accumulated's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&baker&address&!accumulated
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating address's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&baker&!address
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating baker's root.right
final max info gain=0.020457140847312864, best feature=writes

this node's feature=writes
generating writes's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&!baker&writes
talk.politics.guns=0
talk.politics.mideast=224
talk.politics.misc=0
root's label=talk.politics.mideast

generating writes's root.right
final max info gain=0.05603090598736418, best feature=southern

this node's feature=southern
generating southern's root.left
final max info gain=0.31127812445913283, best feature=be

this node's feature=be
generating be's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&!baker&!writes&southern&be
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=0
root's label=talk.politics.mideast

generating be's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&!baker&!writes&southern&!be
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=2
root's label=talk.politics.mideast

generating southern's root.right
final max info gain=0.08297127319406641, best feature=annexed

this node's feature=annexed
generating annexed's root.left
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&!baker&!writes&!southern&annexed
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating annexed's root.right
final max info gain=0, best feature=

leaf, path=israel&!dyj&!jack&!repeated&!amendment&!musicb&!baker&!writes&!southern&!annexed
talk.politics.guns=0
talk.politics.mideast=64
talk.politics.misc=0
root's label=talk.politics.mideast

generating israel's root.right
final max info gain=0.15628750790170431, best feature=turkish

this node's feature=turkish
generating turkish's root.left
final max info gain=0.09244880015864895, best feature=arromdee

this node's feature=arromdee
generating arromdee's root.left
final max info gain=0.17095059445466854, best feature=liar

this node's feature=liar
generating liar's root.left
final max info gain=0, best feature=

leaf, path=!israel&turkish&arromdee&liar
talk.politics.guns=0
talk.politics.mideast=6
talk.politics.misc=6
root's label=talk.politics.mideast

generating liar's root.right
final max info gain=0, best feature=

leaf, path=!israel&turkish&arromdee&!liar
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating arromdee's root.right
final max info gain=0.039548763773134196, best feature=acuner

this node's feature=acuner
generating acuner's root.left
final max info gain=0, best feature=

leaf, path=!israel&turkish&!arromdee&acuner
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating acuner's root.right
final max info gain=0.05128985879995682, best feature=analogous

this node's feature=analogous
generating analogous's root.left
final max info gain=0, best feature=

leaf, path=!israel&turkish&!arromdee&!acuner&analogous
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating analogous's root.right
final max info gain=0, best feature=

leaf, path=!israel&turkish&!arromdee&!acuner&!analogous
talk.politics.guns=0
talk.politics.mideast=172
talk.politics.misc=0
root's label=talk.politics.mideast

generating turkish's root.right
final max info gain=0.11688062473019878, best feature=gun

this node's feature=gun
generating gun's root.left
final max info gain=0.07184469497938906, best feature=homeland

this node's feature=homeland
generating homeland's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&homeland
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating homeland's root.right
final max info gain=0.05782998642558934, best feature=hallam

this node's feature=hallam
generating hallam's root.left
final max info gain=0.4257437933026157, best feature=lot

this node's feature=lot
generating lot's root.left
final max info gain=0.3166890883150208, best feature=abhors

this node's feature=abhors
generating abhors's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&hallam&lot&abhors
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating abhors's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&hallam&lot&!abhors
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating lot's root.right
final max info gain=0.24715018363696709, best feature=accident

this node's feature=accident
generating accident's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&hallam&!lot&accident
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating accident's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&hallam&!lot&!accident
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=10
root's label=talk.politics.misc

generating hallam's root.right
final max info gain=0.046925233089616325, best feature=government

this node's feature=government
generating government's root.left
final max info gain=0.11061052655489578, best feature=capital

this node's feature=capital
generating capital's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&capital
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating capital's root.right
final max info gain=0.07767809958869332, best feature=define

this node's feature=define
generating define's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&define
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating define's root.right
final max info gain=0.08792578641149662, best feature=mob

this node's feature=mob
generating mob's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&mob
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating mob's root.right
final max info gain=0.09712230075778105, best feature=bible

this node's feature=bible
generating bible's root.left
final max info gain=0.7219280948873623, best feature=abomination

this node's feature=abomination
generating abomination's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&bible&abomination
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating abomination's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&bible&!abomination
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating bible's root.right
final max info gain=0.11387345360346995, best feature=will

this node's feature=will
generating will's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&will
talk.politics.guns=38
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating will's root.right
final max info gain=0.11243731911037746, best feature=acquitted

this node's feature=acquitted
generating acquitted's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&acquitted
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating acquitted's root.right
final max info gain=0.133170369393246, best feature=nothing

this node's feature=nothing
generating nothing's root.left
final max info gain=0.242697256341465, best feature=after

this node's feature=after
generating after's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&nothing&after
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating after's root.right
final max info gain=0.2516291673878229, best feature=ll

this node's feature=ll
generating ll's root.left
final max info gain=0.19087450462110944, best feature=apr

this node's feature=apr
generating apr's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&nothing&!after&ll&apr
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating apr's root.right
final max info gain=0.17095059445466854, best feature=ever

this node's feature=ever
generating ever's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&nothing&!after&ll&!apr&ever
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.guns

generating ever's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&nothing&!after&ll&!apr&!ever
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating ll's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&nothing&!after&!ll
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating nothing's root.right
final max info gain=0.26705513096974043, best feature=lower

this node's feature=lower
generating lower's root.left
final max info gain=0.2516291673878229, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&!nothing&lower&about
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&!nothing&lower&!about
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating lower's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&government&!capital&!define&!mob&!bible&!will&!acquitted&!nothing&!lower
talk.politics.guns=26
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating government's root.right
final max info gain=0.0548820998452908, best feature=entirely

this node's feature=entirely
generating entirely's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&entirely
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating entirely's root.right
final max info gain=0.03977221315442314, best feature=blatantly

this node's feature=blatantly
generating blatantly's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&blatantly
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating blatantly's root.right
final max info gain=0.04289883773483122, best feature=concept

this node's feature=concept
generating concept's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&concept
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating concept's root.right
final max info gain=0.0469339701546487, best feature=crack

this node's feature=crack
generating crack's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&crack
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating crack's root.right
final max info gain=0.03463804537369164, best feature=janet

this node's feature=janet
generating janet's root.left
final max info gain=0.31127812445913283, best feature=against

this node's feature=against
generating against's root.left
final max info gain=0.2516291673878229, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&janet&against&about
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&janet&against&!about
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating against's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&janet&!against
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating janet's root.right
final max info gain=0.035274178914437154, best feature=translation

this node's feature=translation
generating translation's root.left
final max info gain=0.2916919971380596, best feature=com

this node's feature=com
generating com's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&!janet&translation&com
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating com's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&!janet&translation&!com
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.guns

generating translation's root.right
final max info gain=0.0437636231174992, best feature=anna

this node's feature=anna
generating anna's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&!janet&!translation&anna
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating anna's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&gun&!homeland&!hallam&!government&!entirely&!blatantly&!concept&!crack&!janet&!translation&!anna
talk.politics.guns=208
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating gun's root.right
final max info gain=0.07644879758289136, best feature=fbi

this node's feature=fbi
generating fbi's root.left
final max info gain=0.09358322280007636, best feature=months

this node's feature=months
generating months's root.left
final max info gain=0.3770434857823402, best feature=hand

this node's feature=hand
generating hand's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&months&hand
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating hand's root.right
final max info gain=0.23279843755724194, best feature=decisions

this node's feature=decisions
generating decisions's root.left
final max info gain=1.0, best feature=must

this node's feature=must
generating must's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&months&!hand&decisions&must
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating must's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&months&!hand&decisions&!must
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating decisions's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&months&!hand&!decisions
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=23
root's label=talk.politics.misc

generating months's root.right
final max info gain=0.10101752240215489, best feature=disclaimer

this node's feature=disclaimer
generating disclaimer's root.left
final max info gain=0.22230714724780332, best feature=got

this node's feature=got
generating got's root.left
final max info gain=0.5216406363433186, best feature=he

this node's feature=he
generating he's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&disclaimer&got&he
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating he's root.right
final max info gain=0.8112781244591328, best feature=according

this node's feature=according
generating according's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&disclaimer&got&!he&according
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating according's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&disclaimer&got&!he&!according
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating got's root.right
final max info gain=0.2051099000738689, best feature=abuse

this node's feature=abuse
generating abuse's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&disclaimer&!got&abuse
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating abuse's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&disclaimer&!got&!abuse
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=15
root's label=talk.politics.misc

generating disclaimer's root.right
final max info gain=0.08613817052881279, best feature=arab

this node's feature=arab
generating arab's root.left
final max info gain=0.8112781244591328, best feature=involvement

this node's feature=involvement
generating involvement's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&arab&involvement
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating involvement's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&arab&!involvement
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating arab's root.right
final max info gain=0.05593960954577337, best feature=epic

this node's feature=epic
generating epic's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&epic
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating epic's root.right
final max info gain=0.0636785608613365, best feature=jim

this node's feature=jim
generating jim's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&jim
talk.politics.guns=39
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating jim's root.right
final max info gain=0.0727868608586344, best feature=place

this node's feature=place
generating place's root.left
final max info gain=0.1914332548141935, best feature=absurdity

this node's feature=absurdity
generating absurdity's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&absurdity
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating absurdity's root.right
final max info gain=0.17917624018867628, best feature=police

this node's feature=police
generating police's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&police
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating police's root.right
final max info gain=0.2263374827933653, best feature=fact

this node's feature=fact
generating fact's root.left
final max info gain=0.5503407095463883, best feature=evidence

this node's feature=evidence
generating evidence's root.left
final max info gain=0.8112781244591328, best feature=active

this node's feature=active
generating active's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&!police&fact&evidence&active
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating active's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&!police&fact&evidence&!active
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating evidence's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&!police&fact&!evidence
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=7
root's label=talk.politics.misc

generating fact's root.right
final max info gain=0.360507168527325, best feature=wasn

this node's feature=wasn
generating wasn's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&!police&!fact&wasn
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating wasn's root.right
final max info gain=0.35335933502142136, best feature=along

this node's feature=along
generating along's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&!police&!fact&!wasn&along
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating along's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&place&!absurdity&!police&!fact&!wasn&!along
talk.politics.guns=14
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating place's root.right
final max info gain=0.08133798689241423, best feature=statutes

this node's feature=statutes
generating statutes's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&statutes
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating statutes's root.right
final max info gain=0.09242203242734182, best feature=lance

this node's feature=lance
generating lance's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&lance
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating lance's root.right
final max info gain=0.05541279163019769, best feature=buffalo

this node's feature=buffalo
generating buffalo's root.left
final max info gain=0.12808527889139454, best feature=by

this node's feature=by
generating by's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&buffalo&by
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.guns

generating by's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&buffalo&!by
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating buffalo's root.right
final max info gain=0.062448409189187815, best feature=disgust

this node's feature=disgust
generating disgust's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&disgust
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating disgust's root.right
final max info gain=0.08455304843827038, best feature=if

this node's feature=if
generating if's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&if
talk.politics.guns=65
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating if's root.right
final max info gain=0.1741363745690181, best feature=their

this node's feature=their
generating their's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&their
talk.politics.guns=26
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating their's root.right
final max info gain=0.22227492910745816, best feature=responsible

this node's feature=responsible
generating responsible's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&!their&responsible
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating responsible's root.right
final max info gain=0.2151524408123472, best feature=assume

this node's feature=assume
generating assume's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&!their&!responsible&assume
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating assume's root.right
final max info gain=0.19516472015997882, best feature=larry

this node's feature=larry
generating larry's root.left
final max info gain=0.9182958340544896, best feature=according

this node's feature=according
generating according's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&!their&!responsible&!assume&larry&according
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating according's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&!their&!responsible&!assume&larry&!according
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating larry's root.right
final max info gain=0.3095434291503252, best feature=anybody

this node's feature=anybody
generating anybody's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&!their&!responsible&!assume&!larry&anybody
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating anybody's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&fbi&!months&!disclaimer&!arab&!epic&!jim&!place&!statutes&!lance&!buffalo&!disgust&!if&!their&!responsible&!assume&!larry&!anybody
talk.politics.guns=17
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating fbi's root.right
final max info gain=0.07909631965152442, best feature=clayton

this node's feature=clayton
generating clayton's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&clayton
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=108
root's label=talk.politics.misc

generating clayton's root.right
final max info gain=0.07750123717283675, best feature=israeli

this node's feature=israeli
generating israeli's root.left
final max info gain=0.09426205367196241, best feature=king

this node's feature=king
generating king's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&israeli&king
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=2
root's label=talk.politics.mideast

generating king's root.right
final max info gain=0.08685796213951934, best feature=age

this node's feature=age
generating age's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&israeli&!king&age
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating age's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&israeli&!king&!age
talk.politics.guns=0
talk.politics.mideast=60
talk.politics.misc=0
root's label=talk.politics.mideast

generating israeli's root.right
final max info gain=0.07848420997809735, best feature=muslims

this node's feature=muslims
generating muslims's root.left
final max info gain=0.09730035374552387, best feature=absolute

this node's feature=absolute
generating absolute's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&muslims&absolute
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating absolute's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&muslims&!absolute
talk.politics.guns=0
talk.politics.mideast=51
talk.politics.misc=0
root's label=talk.politics.mideast

generating muslims's root.right
final max info gain=0.06577273907999537, best feature=sw

this node's feature=sw
generating sw's root.left
final max info gain=0.1312958666556783, best feature=part

this node's feature=part
generating part's root.left
final max info gain=0.9709505944546686, best feature=but

this node's feature=but
generating but's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&sw&part&but
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating but's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&sw&part&!but
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating part's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&sw&!part
talk.politics.guns=54
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating sw's root.right
final max info gain=0.05762648424373995, best feature=waco

this node's feature=waco
generating waco's root.left
final max info gain=0.13239025528339599, best feature=immediately

this node's feature=immediately
generating immediately's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&immediately
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating immediately's root.right
final max info gain=0.13022362265420973, best feature=due

this node's feature=due
generating due's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&due
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating due's root.right
final max info gain=0.11830738504445731, best feature=latter

this node's feature=latter
generating latter's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&latter
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating latter's root.right
final max info gain=0.10326130553086416, best feature=on

this node's feature=on
generating on's root.left
final max info gain=0.15109697051711368, best feature=austin

this node's feature=austin
generating austin's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&on&austin
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating austin's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&on&!austin
talk.politics.guns=45
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating on's root.right
final max info gain=0.25069320107514903, best feature=disclaimer

this node's feature=disclaimer
generating disclaimer's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&!on&disclaimer
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating disclaimer's root.right
final max info gain=0.1874674880534477, best feature=we

this node's feature=we
generating we's root.left
final max info gain=0.31668908831502096, best feature=it

this node's feature=it
generating it's root.left
final max info gain=0.3219280948873623, best feature=absurd

this node's feature=absurd
generating absurd's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&!on&!disclaimer&we&it&absurd
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.guns

generating absurd's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&!on&!disclaimer&we&it&!absurd
talk.politics.guns=6
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating it's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&!on&!disclaimer&we&!it
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating we's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&waco&!immediately&!due&!latter&!on&!disclaimer&!we
talk.politics.guns=11
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating waco's root.right
final max info gain=0.05794582693685779, best feature=pay

this node's feature=pay
generating pay's root.left
final max info gain=0.11550690711467582, best feature=one

this node's feature=one
generating one's root.left
final max info gain=0.10559103637519526, best feature=angell

this node's feature=angell
generating angell's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&one&angell
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating angell's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&one&!angell
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=71
root's label=talk.politics.misc

generating one's root.right
final max info gain=0.34742601632129155, best feature=federal

this node's feature=federal
generating federal's root.left
final max info gain=0.5916727785823275, best feature=be

this node's feature=be
generating be's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&!one&federal&be
talk.politics.guns=6
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating be's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&!one&federal&!be
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating federal's root.right
final max info gain=0.3298460702071465, best feature=period

this node's feature=period
generating period's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&!one&!federal&period
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating period's root.right
final max info gain=0.20559250818508304, best feature=forwarded

this node's feature=forwarded
generating forwarded's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&!one&!federal&!period&forwarded
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating forwarded's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&pay&!one&!federal&!period&!forwarded
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=30
root's label=talk.politics.misc

generating pay's root.right
final max info gain=0.05326597643730535, best feature=jews

this node's feature=jews
generating jews's root.left
final max info gain=0.3207737659867179, best feature=cult

this node's feature=cult
generating cult's root.left
final max info gain=0.31976006206417584, best feature=alone

this node's feature=alone
generating alone's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&cult&alone
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.guns

generating alone's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&cult&!alone
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating cult's root.right
final max info gain=0.1576002768551643, best feature=themselves

this node's feature=themselves
generating themselves's root.left
final max info gain=0.5577277787393193, best feature=aimed

this node's feature=aimed
generating aimed's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&themselves&aimed
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating aimed's root.right
final max info gain=0.37744375108173434, best feature=actually

this node's feature=actually
generating actually's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&themselves&!aimed&actually
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating actually's root.right
final max info gain=0.31127812445913283, best feature=apologists

this node's feature=apologists
generating apologists's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&themselves&!aimed&!actually&apologists
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating apologists's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&themselves&!aimed&!actually&!apologists
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating themselves's root.right
final max info gain=0.135763282930394, best feature=qk

this node's feature=qk
generating qk's root.left
final max info gain=0.2516291673878229, best feature=a

this node's feature=a
generating a's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&!themselves&qk&a
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating a's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&!themselves&qk&!a
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating qk's root.right
final max info gain=0.10929773588431746, best feature=adultary

this node's feature=adultary
generating adultary's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&!themselves&!qk&adultary
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating adultary's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&jews&!cult&!themselves&!qk&!adultary
talk.politics.guns=0
talk.politics.mideast=43
talk.politics.misc=0
root's label=talk.politics.mideast

generating jews's root.right
final max info gain=0.04035691533216035, best feature=beyer

this node's feature=beyer
generating beyer's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&beyer
talk.politics.guns=0
talk.politics.mideast=18
talk.politics.misc=0
root's label=talk.politics.mideast

generating beyer's root.right
final max info gain=0.040374607186170364, best feature=arab

this node's feature=arab
generating arab's root.left
final max info gain=0.19555334819207626, best feature=t

this node's feature=t
generating t's root.left
final max info gain=0.3435794213678427, best feature=with

this node's feature=with
generating with's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&arab&t&with
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating with's root.right
final max info gain=0.12808527889139454, best feature=bigots

this node's feature=bigots
generating bigots's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&arab&t&!with&bigots
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=3
root's label=talk.politics.mideast

generating bigots's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&arab&t&!with&!bigots
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating t's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&arab&!t
talk.politics.guns=0
talk.politics.mideast=14
talk.politics.misc=0
root's label=talk.politics.mideast

generating arab's root.right
final max info gain=0.0395569437577008, best feature=guns

this node's feature=guns
generating guns's root.left
final max info gain=0.30462329286192047, best feature=above

this node's feature=above
generating above's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&above
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=9
root's label=talk.politics.misc

generating above's root.right
final max info gain=0.27732090440253154, best feature=warrant

this node's feature=warrant
generating warrant's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&warrant
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating warrant's root.right
final max info gain=0.17738993912568413, best feature=watch

this node's feature=watch
generating watch's root.left
final max info gain=1.0, best feature=amendment

this node's feature=amendment
generating amendment's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&!warrant&watch&amendment
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating amendment's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&!warrant&watch&!amendment
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating watch's root.right
final max info gain=0.1536877959439529, best feature=after

this node's feature=after
generating after's root.left
final max info gain=0.44643934467101554, best feature=crime

this node's feature=crime
generating crime's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&!warrant&!watch&after&crime
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating crime's root.right
final max info gain=0.2935644431995964, best feature=affect

this node's feature=affect
generating affect's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&!warrant&!watch&after&!crime&affect
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating affect's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&!warrant&!watch&after&!crime&!affect
talk.politics.guns=6
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating after's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&guns&!above&!warrant&!watch&!after
talk.politics.guns=38
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating guns's root.right
final max info gain=0.031412906410325014, best feature=kaldis

this node's feature=kaldis
generating kaldis's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&kaldis
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=29
root's label=talk.politics.misc

generating kaldis's root.right
final max info gain=0.03121778562236699, best feature=arms

this node's feature=arms
generating arms's root.left
final max info gain=0.470318566046672, best feature=difference

this node's feature=difference
generating difference's root.left
final max info gain=0.3059584928680418, best feature=above

this node's feature=above
generating above's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&difference&above
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating above's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&difference&!above
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating difference's root.right
final max info gain=0.22033846156380327, best feature=connections

this node's feature=connections
generating connections's root.left
final max info gain=0.31127812445913294, best feature=appears

this node's feature=appears
generating appears's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&!difference&connections&appears
talk.politics.guns=1
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.guns

generating appears's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&!difference&connections&!appears
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating connections's root.right
final max info gain=0.1441756336518655, best feature=appear

this node's feature=appear
generating appear's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&!difference&!connections&appear
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating appear's root.right
final max info gain=0.21639693245126468, best feature=access

this node's feature=access
generating access's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&!difference&!connections&!appear&access
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating access's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&arms&!difference&!connections&!appear&!access
talk.politics.guns=28
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating arms's root.right
final max info gain=0.03363464791965831, best feature=we

this node's feature=we
generating we's root.left
final max info gain=0.04363364040248241, best feature=iran

this node's feature=iran
generating iran's root.left
final max info gain=0.31127812445913283, best feature=enough

this node's feature=enough
generating enough's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&iran&enough
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=2
root's label=talk.politics.mideast

generating enough's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&iran&!enough
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=0
root's label=talk.politics.mideast

generating iran's root.right
final max info gain=0.046735396150360264, best feature=using

this node's feature=using
generating using's root.left
final max info gain=0.13003339973035105, best feature=applying

this node's feature=applying
generating applying's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&using&applying
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating applying's root.right
final max info gain=0.19143325481419346, best feature=aj

this node's feature=aj
generating aj's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&using&!applying&aj
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating aj's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&using&!applying&!aj
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=33
root's label=talk.politics.misc

generating using's root.right
final max info gain=0.048821151541454055, best feature=turks

this node's feature=turks
generating turks's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&turks
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=0
root's label=talk.politics.mideast

generating turks's root.right
final max info gain=0.04631771268069573, best feature=how

this node's feature=how
generating how's root.left
final max info gain=0.12890510863535642, best feature=age

this node's feature=age
generating age's root.left
final max info gain=0.8112781244591328, best feature=as

this node's feature=as
generating as's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&age&as
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating as's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&age&!as
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating age's root.right
final max info gain=0.13834616949872636, best feature=beans

this node's feature=beans
generating beans's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&beans
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating beans's root.right
final max info gain=0.12569345614478472, best feature=article

this node's feature=article
generating article's root.left
final max info gain=0.10442758345346967, best feature=air

this node's feature=air
generating air's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&article&air
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating air's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&article&!air
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=46
root's label=talk.politics.misc

generating article's root.right
final max info gain=0.24643811790819092, best feature=might

this node's feature=might
generating might's root.left
final max info gain=0.9709505944546686, best feature=for

this node's feature=for
generating for's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&!article&might&for
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating for's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&!article&might&!for
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating might's root.right
final max info gain=0.2225376262215476, best feature=defined

this node's feature=defined
generating defined's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&!article&!might&defined
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating defined's root.right
final max info gain=0.3737359095258586, best feature=in

this node's feature=in
generating in's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&!article&!might&!defined&in
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=14
root's label=talk.politics.misc

generating in's root.right
final max info gain=0.9709505944546686, best feature=because

this node's feature=because
generating because's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&!article&!might&!defined&!in&because
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating because's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&how&!age&!beans&!article&!might&!defined&!in&!because
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating how's root.right
final max info gain=0.06907281886780603, best feature=still

this node's feature=still
generating still's root.left
final max info gain=0.3227569588973983, best feature=aap

this node's feature=aap
generating aap's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&still&aap
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating aap's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&still&!aap
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=16
root's label=talk.politics.misc

generating still's root.right
final max info gain=0.07673501812601624, best feature=c

this node's feature=c
generating c's root.left
final max info gain=0.21671479121952353, best feature=this

this node's feature=this
generating this's root.left
final max info gain=0.4461881574050116, best feature=means

this node's feature=means
generating means's root.left
final max info gain=0.32192809488736196, best feature=act

this node's feature=act
generating act's root.left
final max info gain=0.31127812445913294, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&this&means&act&about
talk.politics.guns=1
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&this&means&act&!about
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating act's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&this&means&!act
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating means's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&this&!means
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=25
root's label=talk.politics.misc

generating this's root.right
final max info gain=0.3051585985360452, best feature=their

this node's feature=their
generating their's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&!this&their
talk.politics.guns=5
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating their's root.right
final max info gain=0.3948950998563653, best feature=will

this node's feature=will
generating will's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&!this&!their&will
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=6
root's label=talk.politics.misc

generating will's root.right
final max info gain=0.5487949406953985, best feature=be

this node's feature=be
generating be's root.left
final max info gain=0.31127812445913283, best feature=actually

this node's feature=actually
generating actually's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&!this&!their&!will&be&actually
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating actually's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&!this&!their&!will&be&!actually
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating be's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&c&!this&!their&!will&!be
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating c's root.right
final max info gain=0.10108469988456315, best feature=going

this node's feature=going
generating going's root.left
final max info gain=0.4689955935892812, best feature=adam

this node's feature=adam
generating adam's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&going&adam
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating adam's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&going&!adam
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=9
root's label=talk.politics.misc

generating going's root.right
final max info gain=0.09351908750684768, best feature=later

this node's feature=later
generating later's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&later
talk.politics.guns=5
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating later's root.right
final max info gain=0.07794013578907388, best feature=must

this node's feature=must
generating must's root.left
final max info gain=0.8453509366224367, best feature=i

this node's feature=i
generating i's root.left
final max info gain=0.5435644431995964, best feature=abuse

this node's feature=abuse
generating abuse's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&must&i&abuse
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating abuse's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&must&i&!abuse
talk.politics.guns=0
talk.politics.mideast=7
talk.politics.misc=0
root's label=talk.politics.mideast

generating i's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&must&!i
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating must's root.right
final max info gain=0.12668725006832626, best feature=question

this node's feature=question
generating question's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&question
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=6
root's label=talk.politics.misc

generating question's root.right
final max info gain=0.11774172770798863, best feature=go

this node's feature=go
generating go's root.left
final max info gain=0.31127812445913283, best feature=all

this node's feature=all
generating all's root.left
final max info gain=0.2516291673878229, best feature=adultary

this node's feature=adultary
generating adultary's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&go&all&adultary
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=2
root's label=talk.politics.mideast

generating adultary's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&go&all&!adultary
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating all's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&go&!all
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating go's root.right
final max info gain=0.14995482179334085, best feature=bush

this node's feature=bush
generating bush's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&bush
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating bush's root.right
final max info gain=0.12401054325055183, best feature=knows

this node's feature=knows
generating knows's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&knows
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating knows's root.right
final max info gain=0.12752187165772466, best feature=any

this node's feature=any
generating any's root.left
final max info gain=0.5503407095463884, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0.5487949406953982, best feature=by

this node's feature=by
generating by's root.left
final max info gain=0.41997309402197514, best feature=abundance

this node's feature=abundance
generating abundance's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&any&about&by&abundance
talk.politics.guns=1
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.guns

generating abundance's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&any&about&by&!abundance
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating by's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&any&about&!by
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&any&!about
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating any's root.right
final max info gain=0.18717625687320827, best feature=ana

this node's feature=ana
generating ana's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&ana
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating ana's root.right
final max info gain=0.16715678748009255, best feature=internet

this node's feature=internet
generating internet's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&internet
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating internet's root.right
final max info gain=0.11271663672563392, best feature=reduce

this node's feature=reduce
generating reduce's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&reduce
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating reduce's root.right
final max info gain=0.14408665633378215, best feature=if

this node's feature=if
generating if's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&if
talk.politics.guns=7
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating if's root.right
final max info gain=0.15120982163070518, best feature=in

this node's feature=in
generating in's root.left
final max info gain=0.21114574906025385, best feature=was

this node's feature=was
generating was's root.left
final max info gain=0.31976006206417584, best feature=happen

this node's feature=happen
generating happen's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&in&was&happen
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.guns

generating happen's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&in&was&!happen
talk.politics.guns=5
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating was's root.right
final max info gain=0.31127812445913283, best feature=com

this node's feature=com
generating com's root.left
final max info gain=0.31127812445913283, best feature=by

this node's feature=by
generating by's root.left
final max info gain=0.2516291673878229, best feature=actually

this node's feature=actually
generating actually's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&in&!was&com&by&actually
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating actually's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&in&!was&com&by&!actually
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating by's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&in&!was&com&!by
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating com's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&in&!was&!com
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating in's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&we&!iran&!using&!turks&!how&!still&!c&!going&!later&!must&!question&!go&!bush&!knows&!any&!ana&!internet&!reduce&!if&!in
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating we's root.right
final max info gain=0.05628007559439241, best feature=weapons

this node's feature=weapons
generating weapons's root.left
final max info gain=0.27492592707267705, best feature=d

this node's feature=d
generating d's root.left
final max info gain=1.0, best feature=get

this node's feature=get
generating get's root.left
final max info gain=1.0, best feature=al

this node's feature=al
generating al's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&weapons&d&get&al
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating al's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&weapons&d&get&!al
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating get's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&weapons&d&!get
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating d's root.right
final max info gain=0.24229218908241482, best feature=amerika

this node's feature=amerika
generating amerika's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&weapons&!d&amerika
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating amerika's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&weapons&!d&!amerika
talk.politics.guns=24
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating weapons's root.right
final max info gain=0.0477471062333501, best feature=fact

this node's feature=fact
generating fact's root.left
final max info gain=0.29658066978328723, best feature=dan

this node's feature=dan
generating dan's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&fact&dan
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating dan's root.right
final max info gain=0.15770869916495506, best feature=a

this node's feature=a
generating a's root.left
final max info gain=0.19590927087360493, best feature=aej

this node's feature=aej
generating aej's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&fact&!dan&a&aej
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating aej's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&fact&!dan&a&!aej
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=32
root's label=talk.politics.misc

generating a's root.right
final max info gain=0.9182958340544896, best feature=it

this node's feature=it
generating it's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&fact&!dan&!a&it
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating it's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&fact&!dan&!a&!it
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating fact's root.right
final max info gain=0.04305586852398258, best feature=compound

this node's feature=compound
generating compound's root.left
final max info gain=0.5435644431995964, best feature=children

this node's feature=children
generating children's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&compound&children
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating children's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&compound&!children
talk.politics.guns=14
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating compound's root.right
final max info gain=0.03636314106484506, best feature=racism

this node's feature=racism
generating racism's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&racism
talk.politics.guns=0
talk.politics.mideast=9
talk.politics.misc=0
root's label=talk.politics.mideast

generating racism's root.right
final max info gain=0.03868610959635155, best feature=alfalfa

this node's feature=alfalfa
generating alfalfa's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&alfalfa
talk.politics.guns=0
talk.politics.mideast=9
talk.politics.misc=0
root's label=talk.politics.mideast

generating alfalfa's root.right
final max info gain=0.03562438813595947, best feature=uic

this node's feature=uic
generating uic's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&uic
talk.politics.guns=8
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating uic's root.right
final max info gain=0.03338605682074869, best feature=mr

this node's feature=mr
generating mr's root.left
final max info gain=0.40282718781138394, best feature=again

this node's feature=again
generating again's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&again
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=6
root's label=talk.politics.misc

generating again's root.right
final max info gain=0.2919918733834891, best feature=cso

this node's feature=cso
generating cso's root.left
final max info gain=1.0, best feature=areas

this node's feature=areas
generating areas's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&!again&cso&areas
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating areas's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&!again&cso&!areas
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating cso's root.right
final max info gain=0.1977525145454384, best feature=state

this node's feature=state
generating state's root.left
final max info gain=0.9182958340544896, best feature=abdication

this node's feature=abdication
generating abdication's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&!again&!cso&state&abdication
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating abdication's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&!again&!cso&state&!abdication
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating state's root.right
final max info gain=0.3227569588973983, best feature=belongs

this node's feature=belongs
generating belongs's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&!again&!cso&!state&belongs
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating belongs's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&mr&!again&!cso&!state&!belongs
talk.politics.guns=0
talk.politics.mideast=16
talk.politics.misc=0
root's label=talk.politics.mideast

generating mr's root.right
final max info gain=0.034520362630253265, best feature=their

this node's feature=their
generating their's root.left
final max info gain=0.1363474725026972, best feature=from

this node's feature=from
generating from's root.left
final max info gain=0.2343590156227977, best feature=was

this node's feature=was
generating was's root.left
final max info gain=0.37123232664087563, best feature=before

this node's feature=before
generating before's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&was&before
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating before's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&was&!before
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=13
root's label=talk.politics.misc

generating was's root.right
final max info gain=0.43675789121774233, best feature=s

this node's feature=s
generating s's root.left
final max info gain=0.3599841823548945, best feature=any

this node's feature=any
generating any's root.left
final max info gain=0.46956521111470706, best feature=apr

this node's feature=apr
generating apr's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&s&any&apr
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating apr's root.right
final max info gain=0.32192809488736196, best feature=against

this node's feature=against
generating against's root.left
final max info gain=0.31127812445913294, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&s&any&!apr&against&about
talk.politics.guns=1
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&s&any&!apr&against&!about
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating against's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&s&any&!apr&!against
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating any's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&s&!any
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=6
root's label=talk.politics.misc

generating s's root.right
final max info gain=0.6500224216483541, best feature=been

this node's feature=been
generating been's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&!s&been
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating been's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&from&!was&!s&!been
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating from's root.right
final max info gain=0.11381010281274573, best feature=be

this node's feature=be
generating be's root.left
final max info gain=0.4854607607459134, best feature=did

this node's feature=did
generating did's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&be&did
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating did's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&be&!did
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=17
root's label=talk.politics.misc

generating be's root.right
final max info gain=0.19800662206851982, best feature=what

this node's feature=what
generating what's root.left
final max info gain=0.5435644431995964, best feature=after

this node's feature=after
generating after's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&!be&what&after
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating after's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&!be&what&!after
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=7
root's label=talk.politics.misc

generating what's root.right
final max info gain=0.22600024438491662, best feature=with

this node's feature=with
generating with's root.left
final max info gain=0.23645279766002802, best feature=or

this node's feature=or
generating or's root.left
final max info gain=0.20443400292496494, best feature=against

this node's feature=against
generating against's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&!be&!what&with&or&against
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.guns

generating against's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&!be&!what&with&or&!against
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating or's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&!be&!what&with&!or
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating with's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&their&!from&!be&!what&!with
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating their's root.right
final max info gain=0.04512331179559892, best feature=clinton

this node's feature=clinton
generating clinton's root.left
final max info gain=0.5387264790523525, best feature=free

this node's feature=free
generating free's root.left
final max info gain=0.7219280948873623, best feature=betz

this node's feature=betz
generating betz's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&clinton&free&betz
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating betz's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&clinton&free&!betz
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating free's root.right
final max info gain=0.24988229283318547, best feature=appreciate

this node's feature=appreciate
generating appreciate's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&clinton&!free&appreciate
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating appreciate's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&clinton&!free&!appreciate
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=23
root's label=talk.politics.misc

generating clinton's root.right
final max info gain=0.04211826639166727, best feature=michael

this node's feature=michael
generating michael's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&michael
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=9
root's label=talk.politics.misc

generating michael's root.right
final max info gain=0.036852827661348675, best feature=considered

this node's feature=considered
generating considered's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&considered
talk.politics.guns=6
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating considered's root.right
final max info gain=0.036600800020474944, best feature=policy

this node's feature=policy
generating policy's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&policy
talk.politics.guns=0
talk.politics.mideast=6
talk.politics.misc=0
root's label=talk.politics.mideast

generating policy's root.right
final max info gain=0.03904959383748996, best feature=fourd

this node's feature=fourd
generating fourd's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&fourd
talk.politics.guns=0
talk.politics.mideast=6
talk.politics.misc=0
root's label=talk.politics.mideast

generating fourd's root.right
final max info gain=0.04092582263580424, best feature=problem

this node's feature=problem
generating problem's root.left
final max info gain=0.5408520829727552, best feature=so

this node's feature=so
generating so's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&problem&so
talk.politics.guns=0
talk.politics.mideast=8
talk.politics.misc=0
root's label=talk.politics.mideast

generating so's root.right
final max info gain=0.31127812445913283, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&problem&!so&about
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&problem&!so&!about
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating problem's root.right
final max info gain=0.03634564434163523, best feature=years

this node's feature=years
generating years's root.left
final max info gain=0.33457428291836666, best feature=you

this node's feature=you
generating you's root.left
final max info gain=0.3948950998563654, best feature=edu

this node's feature=edu
generating edu's root.left
final max info gain=0.45810589515712374, best feature=seen

this node's feature=seen
generating seen's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&years&you&edu&seen
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating seen's root.right
final max info gain=0.3059584928680418, best feature=and

this node's feature=and
generating and's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&years&you&edu&!seen&and
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating and's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&years&you&edu&!seen&!and
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating edu's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&years&you&!edu
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating you's root.right
final max info gain=0.6500224216483541, best feature=actually

this node's feature=actually
generating actually's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&years&!you&actually
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating actually's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&years&!you&!actually
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating years's root.right
final max info gain=0.04516938992969277, best feature=was

this node's feature=was
generating was's root.left
final max info gain=0.13717550595461447, best feature=email

this node's feature=email
generating email's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&email
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating email's root.right
final max info gain=0.09395650478794426, best feature=making

this node's feature=making
generating making's root.left
final max info gain=0.31127812445913283, best feature=a

this node's feature=a
generating a's root.left
final max info gain=0.2516291673878229, best feature=absolutely

this node's feature=absolutely
generating absolutely's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&making&a&absolutely
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating absolutely's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&making&a&!absolutely
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating a's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&making&!a
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating making's root.right
final max info gain=0.09779988943274498, best feature=themselves

this node's feature=themselves
generating themselves's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&themselves
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating themselves's root.right
final max info gain=0.1000052189388334, best feature=paid

this node's feature=paid
generating paid's root.left
final max info gain=0.31127812445913283, best feature=again

this node's feature=again
generating again's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&paid&again
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating again's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&paid&!again
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating paid's root.right
final max info gain=0.13840829952710787, best feature=if

this node's feature=if
generating if's root.left
final max info gain=0.19558676452483725, best feature=you

this node's feature=you
generating you's root.left
final max info gain=0.37123232664087563, best feature=abuse

this node's feature=abuse
generating abuse's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&you&abuse
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating abuse's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&you&!abuse
talk.politics.guns=13
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating you's root.right
final max info gain=0.49314157471996234, best feature=by

this node's feature=by
generating by's root.left
final max info gain=0.4199730940219749, best feature=message

this node's feature=message
generating message's root.left
final max info gain=0.2516291673878229, best feature=announcing

this node's feature=announcing
generating announcing's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&!you&by&message&announcing
talk.politics.guns=1
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.guns

generating announcing's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&!you&by&message&!announcing
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating message's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&!you&by&!message
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating by's root.right
final max info gain=0.4591479170272448, best feature=and

this node's feature=and
generating and's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&!you&!by&and
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating and's root.right
final max info gain=0.2516291673878229, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&!you&!by&!and&about
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&if&!you&!by&!and&!about
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating if's root.right
final max info gain=0.19114991182341012, best feature=his

this node's feature=his
generating his's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&his
talk.politics.guns=6
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating his's root.right
final max info gain=0.17750734516946143, best feature=my

this node's feature=my
generating my's root.left
final max info gain=0.5435644431995964, best feature=apologize

this node's feature=apologize
generating apologize's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&my&apologize
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating apologize's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&my&!apologize
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=7
root's label=talk.politics.misc

generating my's root.right
final max info gain=0.1454054481059629, best feature=anyone

this node's feature=anyone
generating anyone's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&!my&anyone
talk.politics.guns=3
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating anyone's root.right
final max info gain=0.1546249654505779, best feature=of

this node's feature=of
generating of's root.left
final max info gain=0.1831497988820473, best feature=is

this node's feature=is
generating is's root.left
final max info gain=0.10218717094933338, best feature=it

this node's feature=it
generating it's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&!my&!anyone&of&is&it
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.guns

generating it's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&!my&!anyone&of&is&!it
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating is's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&!my&!anyone&of&!is
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating of's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&was&!email&!making&!themselves&!paid&!if&!his&!my&!anyone&!of
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating was's root.right
final max info gain=0.0872710769738545, best feature=that

this node's feature=that
generating that's root.left
final max info gain=0.12833177235800286, best feature=may

this node's feature=may
generating may's root.left
final max info gain=0.46956521111470695, best feature=many

this node's feature=many
generating many's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&may&many
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating many's root.right
final max info gain=0.4671199542230635, best feature=concern

this node's feature=concern
generating concern's root.left
final max info gain=0.2516291673878229, best feature=aaron

this node's feature=aaron
generating aaron's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&may&!many&concern&aaron
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating aaron's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&may&!many&concern&!aaron
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating concern's root.right
final max info gain=0.3059584928680418, best feature=adl

this node's feature=adl
generating adl's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&may&!many&!concern&adl
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating adl's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&may&!many&!concern&!adl
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating may's root.right
final max info gain=0.13917256432894032, best feature=if

this node's feature=if
generating if's root.left
final max info gain=0.34758988139079694, best feature=all

this node's feature=all
generating all's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&all
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=9
root's label=talk.politics.misc

generating all's root.right
final max info gain=0.4613123025696, best feature=but

this node's feature=but
generating but's root.left
final max info gain=0.7219280948873623, best feature=affect

this node's feature=affect
generating affect's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&!all&but&affect
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating affect's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&!all&but&!affect
talk.politics.guns=0
talk.politics.mideast=4
talk.politics.misc=0
root's label=talk.politics.mideast

generating but's root.right
final max info gain=0.6058021490143459, best feature=and

this node's feature=and
generating and's root.left
final max info gain=0.5916727785823275, best feature=armed

this node's feature=armed
generating armed's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&!all&!but&and&armed
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating armed's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&!all&!but&and&!armed
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=6
root's label=talk.politics.misc

generating and's root.right
final max info gain=0.9182958340544896, best feature=article

this node's feature=article
generating article's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&!all&!but&!and&article
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating article's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&if&!all&!but&!and&!article
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating if's root.right
final max info gain=0.13285542741044143, best feature=many

this node's feature=many
generating many's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&many
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=5
root's label=talk.politics.misc

generating many's root.right
final max info gain=0.107017306917089, best feature=far

this node's feature=far
generating far's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&far
talk.politics.guns=0
talk.politics.mideast=5
talk.politics.misc=0
root's label=talk.politics.mideast

generating far's root.right
final max info gain=0.19930073883696342, best feature=com

this node's feature=com
generating com's root.left
final max info gain=0.5032583347756457, best feature=action

this node's feature=action
generating action's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&com&action
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating action's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&com&!action
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=8
root's label=talk.politics.misc

generating com's root.right
final max info gain=0.19469155493902235, best feature=t

this node's feature=t
generating t's root.left
final max info gain=0.2916919971380596, best feature=they

this node's feature=they
generating they's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&!com&t&they
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=2
root's label=talk.politics.mideast

generating they's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&!com&t&!they
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating t's root.right
final max info gain=0.3502090290998973, best feature=m

this node's feature=m
generating m's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&!com&!t&m
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating m's root.right
final max info gain=0.3372900666170139, best feature=baked

this node's feature=baked
generating baked's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&!com&!t&!m&baked
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating baked's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&that&!may&!if&!many&!far&!com&!t&!m&!baked
talk.politics.guns=0
talk.politics.mideast=15
talk.politics.misc=0
root's label=talk.politics.mideast

generating that's root.right
final max info gain=0.08445491082059675, best feature=should

this node's feature=should
generating should's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&should
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating should's root.right
final max info gain=0.08072306215388259, best feature=yet

this node's feature=yet
generating yet's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&yet
talk.politics.guns=5
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating yet's root.right
final max info gain=0.0726976418932459, best feature=guy

this node's feature=guy
generating guy's root.left
final max info gain=0.31127812445913283, best feature=edu

this node's feature=edu
generating edu's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&guy&edu
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating edu's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&guy&!edu
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=1
root's label=talk.politics.mideast

generating guy's root.right
final max info gain=0.08884714448188591, best feature=message

this node's feature=message
generating message's root.left
final max info gain=0.8112781244591328, best feature=as

this node's feature=as
generating as's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&message&as
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.misc

generating as's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&message&!as
talk.politics.guns=0
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.mideast

generating message's root.right
final max info gain=0.09315606558493994, best feature=ac

this node's feature=ac
generating ac's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&ac
talk.politics.guns=0
talk.politics.mideast=2
talk.politics.misc=0
root's label=talk.politics.mideast

generating ac's root.right
final max info gain=0.08537639459579394, best feature=c

this node's feature=c
generating c's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&c
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=4
root's label=talk.politics.misc

generating c's root.right
final max info gain=0.07571104515431881, best feature=time

this node's feature=time
generating time's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&time
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating time's root.right
final max info gain=0.08802356627438845, best feature=o

this node's feature=o
generating o's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&o
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating o's root.right
final max info gain=0.10399614072164987, best feature=virginia

this node's feature=virginia
generating virginia's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&virginia
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=3
root's label=talk.politics.misc

generating virginia's root.right
final max info gain=0.08169668983616973, best feature=address

this node's feature=address
generating address's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&address
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating address's root.right
final max info gain=0.09378433834008804, best feature=here

this node's feature=here
generating here's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&here
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating here's root.right
final max info gain=0.1123260205591805, best feature=and

this node's feature=and
generating and's root.left
final max info gain=0.19920821651474474, best feature=after

this node's feature=after
generating after's root.left
final max info gain=0.9182958340544894, best feature=about

this node's feature=about
generating about's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&and&after&about
talk.politics.guns=1
talk.politics.mideast=0
talk.politics.misc=1
root's label=talk.politics.guns

generating about's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&and&after&!about
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating after's root.right
final max info gain=0.19843231803921402, best feature=alien

this node's feature=alien
generating alien's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&and&!after&alien
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating alien's root.right
final max info gain=0.3227569588973983, best feature=anon

this node's feature=anon
generating anon's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&and&!after&!alien&anon
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=0
root's label=talk.politics.mideast

generating anon's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&and&!after&!alien&!anon
talk.politics.guns=16
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating and's root.right
final max info gain=0.14339080881725597, best feature=but

this node's feature=but
generating but's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&!and&but
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating but's root.right
final max info gain=0.18905266854301606, best feature=deleted

this node's feature=deleted
generating deleted's root.left
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&!and&!but&deleted
talk.politics.guns=0
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.misc

generating deleted's root.right
final max info gain=0.17095059445466876, best feature=of

this node's feature=of
generating of's root.left
final max info gain=0.31127812445913283, best feature=in

this node's feature=in
generating in's root.left
final max info gain=1.0, best feature=away

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&!and&!but&!deleted&of&in
talk.politics.guns=2
talk.politics.mideast=0
talk.politics.misc=2
root's label=talk.politics.guns

generating in's root.right
final max info gain=0, best feature=

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&!and&!but&!deleted&of&!in
talk.politics.guns=4
talk.politics.mideast=0
talk.politics.misc=0
root's label=talk.politics.guns

generating of's root.right
final max info gain=0.5408520829727552, best feature=this

this node's feature=this
generating this's root.left
final max info gain=0.9182958340544896, best feature=an

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&!and&!but&!deleted&!of&this
talk.politics.guns=0
talk.politics.mideast=1
talk.politics.misc=2
root's label=talk.politics.misc

generating this's root.right
final max info gain=0.19715972342414934, best feature=just

leaf, path=!israel&!turkish&!gun&!fbi&!clayton&!israeli&!muslims&!sw&!waco&!pay&!jews&!beyer&!arab&!guns&!kaldis&!arms&!we&!weapons&!fact&!compound&!racism&!alfalfa&!uic&!mr&!their&!clinton&!michael&!considered&!policy&!fourd&!problem&!years&!was&!that&!should&!yet&!guy&!message&!ac&!c&!time&!o&!virginia&!address&!here&!and&!but&!deleted&!of&!this
talk.politics.guns=6
talk.politics.mideast=3
talk.politics.misc=0
root's label=talk.politics.guns