rohanpatankar926
/
internship_project
connected to https://github.com/rohanpatankar926/internship_project.git


  
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            base:
  project: insurance-price-prediction
  random_state: 180
  target_data: expenses

data_source: 
  local_data: data_given/insurance_updated.csv

load_data:
  raw_data_csv: data/raw/insurance_updated.csv

raw_data:
  raw: insurance_data/insurance.csv

split_data:
  train_path: data/processed/train_insurance.csv
  test_path: data/processed/test_insurance.csv
  split_ratio: 0.250


estimators: 
  GradientBoostingRegressor:
    params:
      learning_rate: 0.1001
      n_estimators: 100
      alpha: 0.8
      verbose: 0
      validation_fraction: 0.000001
      tol: 0.0001
      ccp_alpha: 0.1

model_dirs: saved_models

reports:
  scores: reports/scores.json
  params: reports/params.json

webapp_model_dir: prediction_service/model/model.pkl