| data: |
| min_salary: 1000 |
| lower_percentile: 2 |
| upper_percentile: 98 |
| salary_scale: 0.001 |
| test_size: 0.2 |
| random_state: 42 |
| features: |
| cardinality: |
| max_categories: 50 |
| min_frequency: 100 |
| other_category: Other |
| drop_other_from: |
| - Country |
| - DevType |
| - Industry |
| - Age |
| - ICorPM |
| - OrgSize |
| - Employment |
| encoding: |
| drop_first: true |
| model: |
| n_estimators: 5000 |
| learning_rate: 0.023045198544870596 |
| max_depth: 4 |
| min_child_weight: 16 |
| random_state: 42 |
| n_jobs: -1 |
| early_stopping_rounds: 50 |
| subsample: 0.9979763430470896 |
| colsample_bytree: 0.7341672321169792 |
| reg_alpha: 0.10279490840973991 |
| reg_lambda: 1.9799853115073398 |
| gamma: 2.809228604965898 |
| training: |
| verbose: false |
| save_model: true |
| model_path: models/model.pkl |
| guardrails: |
| max_mape_per_category: 100 |
| max_abs_pct_diff: 100 |
|
|
