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Binary Classification using LGBMClassifier

  1. Anonymized data used for this binary classification task.
  2. Different Imputing techniques covered:
    1. Soft Impute
    2. Iterative Impute
  3. Different Algorithms used for Binary Classification task -
    1. Linear Model - Logistic Regression
    2. Ensemble Model - Random Forest Classifier
    3. Boosting Based Algoritms - XGBoost, Catboost, LightGBM
  4. Cool sklearn features utilized -
    1. sklearn pipeline
    2. sklearn ColumnTransformer

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