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Built Support Vector Machine(SVM) from scratch in Rust [P]

Via r/MachineLearning
Wednesday, May 13, 2026 · 2:23PM
Summary

Built my own SVM classifier from scratch in Rust. It uses SMO optimization, have linear and rbf kernel, uses grid search to tune the hyperparameters. I tested it on two datasets one using Linear dataset and other using RBF, these were the results: Dataset Kernel Accuracy Recall F1 Banknote Auth Line

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