Ensemble Machine Learning Model for Classification of Spam Product Reviews

Table 5

Ten best features selected by Information Gain for Yelp Dataset.

S. no	Features	Description
1	rev_rating	Reviews rating
2	stdev_revApp_rating	Standard deviation of review rating and rating application
3	stdev_revrating_avgrevratingapp	Standard deviation of review rating and average review rating application
4	avg_cosine_similarity_text	Average cosine similarity in review text
5	polarity_text	Polarity of review text
6	rev_pos_ascend	Reviews part of speech in ascending order
7	rev_pos_descend	Reviews part of speech in descending order
8	avg_levenshtein_dist_text	Average Levenshtein distance between reviews text
9	automated_readability_index_text	Automated readability index (ARI) of review body
10	avg_num_letters_per_word	Average number of letters per word in review body