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Machine Learning Models

This page includes a list of the available models for each machine learning method. For a detailed description of each model type, refer to the Education Mode content during the Auto Model stage in Machine Learning.

Classification

These are the available models for the Classification machine learning method:

  • Elastic Net

  • Extra Trees

  • LightGBM

  • Logistic Regression

  • Random Forest

  • XGBoost

  • Stacked Ensemble

Regression

These are the available models for the Regression machine learning method:

  • Elastic Net

  • Extra Trees

  • LightGBM

  • Random Forest

  • XGBoost

  • Stacked Ensemble

Time Series

These are the available models for the Time Series machine learning method:

  • ARIMA

  • Exponential Smoothing

  • Prophet (by Meta®)

  • All Regression Models