MySQL HeatWave User Guide

10.2.14 Model Types

MySQL HeatWave AutoML supports the following training models. When training a model, use the ML_TRAIN model_list and exclude_model_list options to specify the training models to consider or exclude. The Model Metadata includes the algorithm_name field, which defines the model type.

Classification Models

Regression Models

Forecasting Models

Univariate endogenous models:

Univariate endogenous with exogenous models:

Multivariate endogenous with exogenous models:

Univariate or multivariate endogenous with exogenous models:

Anomaly Detection Models

  • GkNN: Generalized kth Nearest Neighbors

  • PCA: Principal Component Analysis

  • GLOF: Generalized Local Outlier Factor

Recommendation Models

Recommendation models that rate users or items to use with explicit feedback:

Recommendation models that rank users or items to use with implicit feedback:

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