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. 2024 Jan 23;10:e1745. doi: 10.7717/peerj-cs.1745

Table 5. Comparison of the correlation coefficient and SelectKBest scores based on the features.

Comparison of features used.

Feature types Features used (Krishnamoorthy, 2015) Features used (this research)
Linguistic State Verb, State Action Verb, Interpretive Action Verb, Descriptive Action Verb, Adjective Interpretive Action Verb, Noun, Adverb, Adjective, Review Length, Capitalized Words, Sentences in a Review
Metadata Reviewing Date, Product Release Date Review Name Existence, Review Location Existence, Rating
Readability Flesch-Kincaid Grade Level, SMOG Index, Gunning Fog Index, Automated Readability Index, Coleman-Liau
Subjectivity Subjectivity Score Subjectivity Score
Polarity Polarity Score

Notes.

The bold values reflect the differences between the features employed in this research compared to previous research (Krishnamoorthy, 2015).