Model Groups

Entities of type ModelGroups define the broader categories (or "families") of ModelModules. This classification serves to categorize the different functional roles that modules perform within the context of building a machine learning pipeline.

The available groups are as follows:

• AlgoGroup: Core prediction and classification algorithms
• FeatureGroup: Feature extraction methods
• OptimGroup: Optimizers
• PreprocGroup: Preprocessing techniques
• MetricGroup: Evaluation metrics
• ComposeGroup: Composite algorithms (wrappers, ensembles, etc.)
• StatsGroup: Statistics