def test_random_forest_based(self):
dataset = satimage_reader.toNumpy()
n_feature = 'all'
print "Dataset: Satimage, Classifier: Random Forest"
print
#self.run_ratio(RFWrapper, dataset, n_feature)
self.run_size(RFWrapper, dataset, n_feature)
def _test_random_forest_based2(self):
dataset = satimage_reader.toNumpy()
n_feature = 'all'
print "Satimage with RF"
self.run_test_with(dataset, RFWrapper, n_feature, dense=False)
def _test_rf_based2(self):
print "Compare Satimage with RF"
dataset = satimage_reader.toNumpy()
n_feature = 'all'
self.run_test_with(dataset, self.compare_rf_based, n_feature)