import os
print (os.getcwd())
test = pd.read_csv('test.csv', sep=',')
X2 = test.loc[:,test.columns[:-2]]
state = test.loc[:, 'Activity']

y_predict1 = clf.predict_proba(X2)
y_predict2 = lmodel.predict_proba(X2)

y_test = le.fit_transform(state)