Module auto_feature_engineering

Module auto_feature_engineering 

Source
Expand description

Automated feature engineering with meta-learning Automated feature engineering with meta-learning

This module provides automated feature engineering capabilities that use meta-learning to select optimal transformations for given datasets.

Structs§

AdvancedMetaLearningSystem
Advanced meta-learning system for feature engineering (placeholder)
AutoFeatureEngineer
Automated feature engineering pipeline
DatasetMetaFeatures
Meta-features extracted from datasets for transformation selection
EnhancedMetaFeatures
Enhanced meta-features for advanced analysis (placeholder)
MultiObjectiveRecommendation
Multi-objective recommendation system (placeholder)
TransformationConfig
Configuration for a transformation with its parameters

Enums§

TransformationType
Available transformation types for automated selection