Machine Learning

Estimators

• Train AutoML Model in Sparkling Water
• Train GAM Model in Sparkling Water
• Train DRF Model in Sparkling Water
• Train Sparkling Water Algorithms with Grid Search
• Train KMeans Model in Sparkling Water
  • H2O KMeans Parameters
• Train XGBoost Model in Sparkling Water
  • XGBoost Memory Configuration
• Train Isolation Forest Model in Sparkling Water
  • Train Isolation Forest with H2OGridSearch
• Train CoxPH Model in Sparkling Water
• Train Deep Learning Model in Sparkling Water

Transformers

• Target Encoding in Sparkling Water
  • Using Target Encoder
• Train Word2Vec Model in Sparkling Water

Uncategorized

• Obtain SHAP values from MOJO model
  • Train model pipeline & get contributions
  • Get Contributions from Raw MOJO
• Using H2O Binary Model in Sparkling Water
  • Train Model in Sparkling Water and Obtain Binary model
  • Load existing binary Model