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GitHub topics: permutation-feature-importance

ivanbetancxurt/f1-regressor

An exploratory F1 themed machine learning project for personal skill development.

Language: Python - Size: 35.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

janasatvika/Optimizing-Classification-Models-using-Permutation-Feature-Importance-Method

High data dimensionality and irrelevant features can negatively impact the performance of machine learning algorithms. This repository implements the Permutation feature importance method to enhance the performance of some machine learning models by identifying the contribution of each feature used.

Language: Jupyter Notebook - Size: 1.99 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Related Keywords
permutation-feature-importance 2 wrapper-methods 1 support-vector-machines 1 relevant-feature-analysis 1 predictive-modeling 1 permutation-importance 1 optimization-methods 1 optimization-algorithms 1 k-nearest-neighbors 1 feature-selection-methods 1 feature-selection 1 feature-importance 1 decision-trees 1 classification 1 support-vector-regression 1 ridge-regression 1 random-forest-regression 1 machine-learning 1 formula1 1