'models kfold\n> ')) assert b2 in range(1, 5) b3 = int( 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)