Carlos-Francisco Méndez-Cruz / laigen-supervised-learning

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Carlos-Francisco Méndez-Cruz
6d2215ff 1 parent cad886a9

Classification transcription factor structural domain sentences

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Showing 1 changed file with 3 additions and 2 deletions
...@@ -309,8 +309,9 @@ if __name__ == "__main__": ...@@ -309,8 +309,9 @@ if __name__ == "__main__":
309 for param in sorted(best_parameters.keys()): 309 for param in sorted(best_parameters.keys()):
310 oFile.write("\t%s: %r\n" % (param, best_parameters[param])) 310 oFile.write("\t%s: %r\n" % (param, best_parameters[param]))
311 if args.classifier == "SVM": 311 if args.classifier == "SVM":
312 - oFile.write('\nWeights assigned to the features: \n') 312 + if args.kernel == "linear":
313 - oFile.write("{}\n".format(classifier.coef_)) 313 + oFile.write('\nWeights assigned to the features: \n')
314 + oFile.write("{}\n".format(classifier.coef_))
314 oFile.write('Confidence scores: \n') 315 oFile.write('Confidence scores: \n')
315 oFile.write("{}\n".format(confidence_scores)) 316 oFile.write("{}\n".format(confidence_scores))
316 oFile.write('Number of support vectors per class: \n{}\n'.format(classifier.n_support_)) 317 oFile.write('Number of support vectors per class: \n{}\n'.format(classifier.n_support_))
......