Journal of Big Data

Table 6 Results of the proposed model for electronics 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	86.5	83.9	85.18	86.3	82.9	84.56	84.6	83.2	83.89	83.3	84.5	83.89
CHI	84.8	82.5	84.54	83.9	85.4	86.63	85.9	82.5	84.16	86.0	82.6	84.26
Gini Index	87.3	87.1	87.19	86.2	84.7	85.44	88.6	83.4	85.92	86.9	84.1	85.75
Combined (IG, CHI, GI)	87.3	84.7	85.98	91.2	89.6	90.53	87.9	85.6	86.73	85.1	87.3	86.02

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