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feature_list.md

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Simple Features

  • min
  • mean
  • median
  • max
  • sum
  • IQR
  • sd
  • variance
  • coeff.variation
  • range

Binary Features

  • sd.greater.range

Distribution Features

  • kurtosis
  • skew
  • quantile_10
  • quantile_25
  • quantile_30
  • quantile_40
  • quantile_50
  • quantile_60
  • quantile_70
  • quantile_75
  • quantile_80
  • quantile_90
  • quantile_95
  • count.above.mean
  • count.below.mean
  • count.negative
  • count.positive
  • count_NA
  • length
  • perc.missing
  • prop.missing
  • ratio.unique.values
  • perc.unique.values
  • autocorrelation.lag1.string
  • autocorrelation.lag1.1st.val
  • autocorrelation.lag1.2nd.val
  • autocorrelation.lag2.string
  • autocorrelation.lag2.1st.val
  • autocorrelation.lag2.2nd.val
  • partial.autocorrelation.lag1.string
  • partial.autocorrelation.lag1.1st.val
  • partial.autocorrelation.lag1.2nd.val
  • partial.autocorrelation.lag2.string
  • partial.autocorrelation.lag2.1st.val
  • partial.autocorrelation.lag2.2nd.val
  • entropy
  • mssd.lag1
  • mssd.lag2
  • mssd.lag3
  • mean.change
  • median.change
  • min.change
  • max.change
  • sum.change
  • prob.acute.change.1
  • prob.acute.change.2
  • prob.acute.change.3
  • prob.acute.change.4
  • prob.acute.change.5
  • prob.acute.change.6
  • prob.acute.change.7
  • prob.acute.change.8
  • prob.acute.change.9
  • prob.acute.change.95
  • prob.acute.change.99
  • count.below.1sigma
  • which.below.1sigma
  • count.above.1sigma
  • which.above.1sigma
  • count.below.2sigma
  • which.below.2sigma
  • count.above.2sigma
  • which.above.2sigma
  • count.below.3sigma
  • which.below.3sigma
  • count.above.3sigma
  • which.above.3sigma