/mlbootcamp7

Primary LanguagePythonMIT LicenseMIT

qml

Ml bootcamp 7 (https://mlbootcamp.ru/)

T-shirt solution

see https://habrahabr.ru/post/333554/ (Russian lang)

  • Final script work.py
  • Final data 24 (see workdir/data.ipynb)
  • Final model 465: avg of 8 xgboost:
    • {"alpha": 0.008, "booster": "gbtree", "colsample_bylevel": 0.9, "colsample_bytree": 0.4, "eta": 0.0068, "eval_metric": "auc", "gamma": 0.008, "max_depth": 2, "num_boost_round": 1192, "objective": "binary:logistic", "subsample": 1.0, "tree_method": "hist"}