results-10-new.txt

# python3 analyzers/regression.py kmeans_10topics_simple raw_count
Analyzing kmeans_10topics_simple on raw_count
Original: 1.0
Keywords only: 0.9733156242453513
Difference: 0.02668437575464866

# python3 analyzers/regression.py kmeans_10topics_no_stopwords raw_count
Analyzing kmeans_10topics_no_stopwords on raw_count
Original: 1.0
Keywords only: 0.9736778555904371
Difference: 0.02632214440956293

# python3 analyzers/regression.py kmeans_10topics_spacy_nouns raw_count
Analyzing kmeans_10topics_spacy_nouns on raw_count
Original: 1.0
Keywords only: 0.9852692586331804
Difference: 0.014730741366819622

# python3 analyzers/regression.py kmeans_10topics_median_word_length raw_count
Analyzing kmeans_10topics_median_word_length on raw_count
Original: 1.0
Keywords only: 0.9916686790630282
Difference: 0.008331320936971753

# python3 analyzers/regression.py kmeans_10topics_simple log_reg
Analyzing kmeans_10topics_simple on log_reg
Trained Classifier
Original: 1.0
Keywords only: 0.9864766964501328
Difference: 0.013523303549867194

# python3 analyzers/regression.py kmeans_10topics_no_stopwords log_reg
Analyzing kmeans_10topics_no_stopwords on log_reg
Trained Classifier
Original: 1.0
Keywords only: 0.9779038879497706
Difference: 0.022096112050229433

# python3 analyzers/regression.py kmeans_10topics_spacy_nouns log_reg
Analyzing kmeans_10topics_spacy_nouns on log_reg
Trained Classifier
Original: 1.0
Keywords only: 0.9902197536826853
Difference: 0.009780246317314667

# python3 analyzers/regression.py kmeans_10topics_median_word_length log_reg
Analyzing kmeans_10topics_median_word_length on log_reg
Trained Classifier
Original: 1.0
Keywords only: 0.9933590920067616
Difference: 0.006640907993238354

# python3 analyzers/regression.py kmeans_10topics_simple centroid_spread
Analyzing kmeans_10topics_simple on centroid_spread
Original: 1.0
Keywords only: 0.9894952909925139
Difference: 0.010504709007486124

# python3 analyzers/regression.py kmeans_10topics_no_stopwords centroid_spread
Analyzing kmeans_10topics_no_stopwords on centroid_spread
Original: 1.0
Keywords only: 0.9769379376962086
Difference: 0.023062062303791375

# python3 analyzers/regression.py kmeans_10topics_spacy_nouns centroid_spread
Analyzing kmeans_10topics_spacy_nouns on centroid_spread
Original: 1.0
Keywords only: 0.992513885534895
Difference: 0.007486114465105054

# python3 analyzers/regression.py kmeans_10topics_median_word_length centroid_spread
Analyzing kmeans_10topics_median_word_length on centroid_spread
Original: 1.0
Keywords only: 0.9942042984786283
Difference: 0.0057957015213716545

# python3 analyzers/regression.py kmeans_10topics_simple intracluster_proportion
Analyzing kmeans_10topics_simple on intracluster_proportion
Original: 1.0
Keywords only: 0.9816469451823231
Difference: 0.018353054817676906

# python3 analyzers/regression.py kmeans_10topics_no_stopwords intracluster_proportion
Analyzing kmeans_10topics_no_stopwords on intracluster_proportion
Original: 1.0
Keywords only: 0.9775416566046848
Difference: 0.02245834339531516

# python3 analyzers/regression.py kmeans_10topics_spacy_nouns intracluster_proportion
Analyzing kmeans_10topics_spacy_nouns on intracluster_proportion
Original: 1.0
Keywords only: 0.988046365612171
Difference: 0.011953634387829037

# python3 analyzers/regression.py kmeans_10topics_median_word_length intracluster_proportion
Analyzing kmeans_10topics_median_word_length on intracluster_proportion
Original: 1.0
Keywords only: 0.9934798357884569
Difference: 0.006520164211543111