tinysvm

Support vector machine library for pattern recognition and classification tasks.

brewmacoslinux

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Support vector machine library for pattern recognition

svm_learnsvm_classifysvm_test

train a classification model from labeled data$ svm_learn training_data.txt model.svm

predict labels for new data using trained model$ svm_classify test_data.txt model.svm predictions.txt

evaluate model accuracy on test dataset$ svm_test test_data.txt model.svm results.txt

train svm with custom kernel and regularization parameters$ svm_learn -t 2 -c 10 training_data.txt custom_model.svm

convert svm model to readable text format for inspection$ svm_classify -v 2 test_data.txt model.svm detailed_output.txt