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pso-algorithm

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Anas1108 / Particle-_Swarm_Optimization-PSO-_for_Feature_Selection

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PSO feature selection improves classifier performance. Implemented in Jupyter Notebook with pandas, numpy, scikit-learn. PSO done from scratch. Results compared using accuracy, precision, recall, F1 score. Improves results compared to using all features. Can be applied to various classification problems.

python numpy exploratory-data-analysis machine-learning-algorithms pandas confusion-matrix preprocessing pso-algorithm sckiit-learn
  • Updated Jan 30, 2023
  • Jupyter Notebook

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