input(
'Perform clean file parsing or use pickles?:\n1)Use pickles\n2)Perform clean file parsing\n> '
))
assert b3 in range(1, 3)
plotter = Plotter(threads=b1, ignore_pickles=True, strict=(b3 == 2))
while b2 != 5:
if b2 == 1:
plotter.visualize_bigrams(40)
#print(plotter.prep.best_bigram_scores)
elif b2 == 2:
plotter.visualize_descriptive_terms(200)
#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")
