Description: Perform SVM and test results
a) For now, assume that the main script is grid_search.IT performs a grid search for SVM using RBF kernel , for the 2 parameters C and gamma .Criterios for choosing the right values is the F1 score and accuracy of the classifier. b) Having choosen the right parameters , the next step is to convert binary values to probabilities.
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File list (Check if you may need any files):
D2dataset-master
D2dataset-master\CalculateROC.m
D2dataset-master\Criterios_v2.m
D2dataset-master\Grid_search.m
D2dataset-master\Main_code.m
D2dataset-master\No_ensemble.m
D2dataset-master\README.md
D2dataset-master\compute_class_error.m
D2dataset-master\compute_error.m
D2dataset-master\eda1approach.m
D2dataset-master\f1test.m
D2dataset-master\function_svm.m
D2dataset-master\lemeshow.m
D2dataset-master\my_svm.m
D2dataset-master\normalize_matrix.m
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