puneethp
/
RPPP
forked from Dean/RPPP


  
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            pre_process:
  chunk_size: 5000
  target_col: is_top_decile

train:
  loss: log
  use_text_cols: false
  use_number_category_cols: true

feature_type: numerical + categorical
model__alpha: 0.0001
model__average: false
model__class_weight: null
model__early_stopping: false
model__epsilon: 0.1
model__eta0: 0.0
model__fit_intercept: true
model__l1_ratio: 0.15
model__learning_rate: optimal
model__loss: log
model__max_iter: 1000
model__n_iter_no_change: 5
model__n_jobs: null
model__penalty: l2
model__power_t: 0.5
model__random_state: 42
model__shuffle: true
model__tol: 0.001
model__validation_fraction: 0.1
model__verbose: 0
model__warm_start: false
model_class: SGDClassifier