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ballet.yml
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version: 0.7.11
project:
project_name: Predict Census Income
project_slug: ballet-predict-census-income
package_slug: predict_census_income
problem:
problem_type: classification
problem_type_details:
scorer: roc_auc
classification_type: binary
contrib:
module_name: predict_census_income.features.contrib
module_path: src/predict_census_income/features/contrib
validation:
project_structure_validator: ballet.validation.project_structure.validator.ProjectStructureValidator
feature_api_validator: ballet.validation.feature_api.validator.FeatureApiValidator
feature_accepter:
name: ballet.validation.feature_acceptance.validator.GFSSFAccepter
params:
lmbda_1: 1e-20
lmbda_2: 1e-20
feature_pruner: ballet.validation.feature_pruning.validator.GFSSFPruner
github:
github_owner: HDI-Project
remote: origin
pruning_action: commit_to_master
auto_merge_accepted_features: yes
auto_close_rejected_features: yes
data:
s3_bucket:
s3_bucket_region:
train: data/train
entities_table_name: entities
targets_table_name: targets
tables:
-
name: entities
path: entities.csv
pd_read_kwargs:
index_col: 0
header: 0
sep: ","
-
name: targets
path: targets.csv
pd_read_kwargs:
index_col: 0
header: 0
sep: ","