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Feature Selection Techniques in Machine Learning

Pickl AI

billion by 2025 and an annual growth rate (CAGR) of 34.80% from 2025 to 2030, reaching $503.40 Tree-Based Methods Decision trees and ensemble methods like Random Forest and Gradient Boosting inherently perform feature selection. billion by 2030. Lasso is particularly useful for datasets with high dimensionality.