non-linear-svm

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itsatefe / Pattern-Recognition

Statistical Pattern Recognition (classic machine learning)

kde linear-regression histogram pca logistic-regression kmeans ova lda gmm regression-models knn softmax-regression linear-svm ovo qda fisher-lda non-linear-svm beyesian-classifiers

Updated Mar 2, 2024
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venkatesh2022 / Email-spam-classifer-with-SVM-Linear-NonLinear

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Build a linear SVM classifier to classify emails into spam and ham. The dataset, taken from the UCI ML repository, contains about 4600 emails labelled as spam or ham. Build a non-linear SVM classifier to classify emails and compare the performance with the linear SVM model.

svm cross-validation hyperparameter-tuning linear-svm gridsearchcv non-linear-svm

Updated Aug 21, 2020
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mehboobali98 / IRIS-classification-using-SVMs

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The popular IRIS dataset is used for the training of linear and non-linear SVM models. The hyper-parameters are fine-tuned of the models are fine-tuned using K-Fold Cross-Validation and GridSearch to improve model performance.