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pypi.org : mafese
MAFESE: Metaheuristic Algorithm for Feature Selection - An Open Source Python Library
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purl: pkg:pypi/mafese
Keywords: engineering optimization problems, mathematical optimization, feature selection, classification problem, feature selector, dimensionality reduction, subset selection, wrapper methods, embedded methods, mutual information, correlation-based feature selection, recursive feature selection, principal component analysis, PCA, lasso regularization, ridge regularization, Genetic algorithm (GA), Particle swarm optimization (PSO), Ant colony optimization (ACO), Differential evolution (DE), Simulated annealing, Grey wolf optimizer (GWO), Whale Optimization Algorithm (WOA), confusion matrix, recall, precision, accuracy, K-Nearest Neighbors, random forest, support vector machine, pearson correlation coefficient (PCC), spearman correlation coefficient (SCC), relief, relief-f, multi-objectives optimization problems, Stochastic optimization, Global optimization, Convergence analysis, Search space exploration, Local search, Computational intelligence, Robust optimization, Performance analysis, Intelligent optimization, Simulations, decision-tree-classifier, dimensionality-reduction, feature-extraction, feature-selection, genetic-algorithm, harris-hawks-optimization, knn-classifier, machine-learning, mutual-information, optimization, pearson-correlation-coefficient, subset-selection, svm-classifier, wrapper-methods
License: GPL-3.0
Latest release: 10 months ago
First release: 12 months ago
Downloads: 242 last month
Stars: 44 on GitHub
Forks: 15 on GitHub
See more repository details: repos.ecosyste.ms
Last synced: 13 days ago