def _test_svm_based2(self):
dataset = covtype_reader.toNumpy()
n_feature = 'all'
print "Dataset: CoverType, Classifier: Linear SVM"
print
#self.run_ratio(LinearSVC, dataset, n_feature)
self.run_size(LinearSVC, dataset, n_feature)
def _test_svm_based2(self):
dataset = covtype_reader.toNumpy()
n_feature = 'all'
print "Covtype with SVM"
self.run_test_with(dataset, LinearSVC, n_feature)
def _test_svm_based2(self):
print "Compare Covtype with SVM"
dataset = covtype_reader.toNumpy()
n_feature = 'all'
self.run_test_with(dataset, self.compare_svm_based, n_feature)