#print(plotter.prep.selected_words)
elif b2 == 3:
start = time.time()
methods = ['GMM', 'MEAN', 'RandomForest', 'SVM', 'KNN']
for method in methods:
print("Running " + method)
getattr(plotter, method)(show=True)
end = time.time()
print(end - start, " seconds")
elif b2 == 4:
start = time.time()
plotter.run_all_kfold()
end = time.time()
print(end - start, " seconds")
b2 = int(
input(
'\nChoose action:\n1)Visualize Bigrams\n2)Visualize Terms\n3)Run model grid param search\n4)Run all '
'models kfold\n5)Exit\n> '))
assert b2 in range(1, 5)
