Tabular Tutorials

Titanic Survival Prediction

Binary Classification (scikit-learn)

../../getting_started/quickstart/quickstart_tabular.ipynb

Cancer Detection

Binary Classification (XGBoost)

../../reference/notebooks/cancer_detection_xgboost.ipynb

Churn Prediction

Binary Classification (LGBM)

../../reference/notebooks/churn_prediction_lgbm.ipynb

Credit Scoring

Binary Classification (scikit-learn)

../../reference/notebooks/credit_scoring.ipynb

Drug Classification

Multinomial Classification (scikit-learn)

../../reference/notebooks/drug_classification_sklearn.ipynb

Fraud Detection Adversarial Validation

Binary Classification (LGBM)

../../reference/notebooks/ieee_fraud_detection_adversarial_validation.ipynb

Insurance Charges Prediction

Regression (LGBM)

../../reference/notebooks/insurance_prediction_lgbm.ipynb

Sales Prediction

Regression (LGBM)

../../reference/notebooks/m5_sales_prediction_lgbm.ipynb

Wage Classification

Classification (scikit-learn)

../../reference/notebooks/wage_classification.ipynb