Add forced features as a basis in an iterative selection strategy

[dev-rinchin]

🚀 Feature Request

Features force_input must be in out set of features. But features that correlated with forced features are not need in final feature set. I'd like to add forced features as a basis in an iterative selection strategy, so correlated features will not be selected.

LightAutoML/lightautoml/pipelines/selection/permutation_importance_based.py

Line 159 in 774c8c6

# Perform iterative selection algo

Motivation

Reducing the size of the dataset without reducing the quality.

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