AI RESEARCH
Built Support Vector Machine(SVM) from scratch in Rust [P]
r/MachineLearning
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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 Linear 96% 94% 95% Breast Cancer RBF 93% 100% 92% The plot.rs file, used for plotting only was written using AI as I could not wrap my head around plotters crate, apart from that everything was by my own. Repo Link: Github Repo Happy to get some feedback! submitted by /u/Yeet132416 [link] [comments.