Python DualLibQPBMSOSVM.set_store_train_infoの例

コード例 #1

ファイル: structure_plif_hmsvm_bmrm.py プロジェクト: manantomar/test

def structure_plif_hmsvm_bmrm (num_examples, example_length, num_features, num_noise_features):
	from modshogun import RealMatrixFeatures, TwoStateModel, DualLibQPBMSOSVM, StructuredAccuracy

	model = TwoStateModel.simulate_data(num_examples, example_length, num_features, num_noise_features)
	sosvm = DualLibQPBMSOSVM(model, model.get_labels(), 5000.0)
	sosvm.set_store_train_info(False)

	sosvm.train()
	#print sosvm.get_w()

	predicted = sosvm.apply(model.get_features())
	evaluator = StructuredAccuracy()
	acc = evaluator.evaluate(predicted, model.get_labels())