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TableĀ 7 Results of the proposed model for Kitchen ware review data set

From: An ensemble approach to stabilize the features for multi-domain sentiment analysis using supervised machine learning

Method Classifier
SMO MNB RF Logistic regression
Prec Recall F-Score Prec Recall F-Score Prec Recall F-Score Prec Recall F-Score
IG 86.8 84.9 85.83 88.8 85.3 87.49 86.9 83.2 85.00 82.7 85.6 84.12
CHI 83.2 81.1 82.13 86.7 84.6 85.63 84.4 87.7 86.01 84.3 87.1 85.67
Gini Index 86.4 82.2 84.24 82.1 80.7 81.39 83.9 81.4 82.63 84.0 81.2 82.57
Combined (IG, CHI, GI) 87.9 85.2 86.52 85.0 83.5 84.24 88.7 86.8 87.73 89.8 87.6 88.47