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. 2022 Oct 10;26(2):1425–1446. doi: 10.1007/s10586-022-03754-5

Table 6.

Best performance values achieved for each heuristic in terms of Macro f1 (first row) and Micro f1-score (second row) for EHHRTfIdf

Dataset DT RF SVM NN KNN GNB Average
Reddit 85 85 87 84 53 81 79
85 85 87 84 57 81 80
Women Clothing 65 70 76 76 63 69 70
78 86 88 86 81 76 83
IMDB 67 80 83 82 65 80 76
67 80 83 82 65 80 76
Google Playstore 80 85 85 89 63 75 80
83 88 89 92 65 78 83
Corona tweets 75 77 75 75 60 71 72
77 79 78 76 66 72 75
Jigsaw comments 65 70 74 77 71 62 70
83 87 92 93 91 76 87
Amazon baby dataset 70 76 80 78 60 70 72
81 86 91 79 83 78 83
Drugs 80 85 73 88 75 68 78
84 90 82 91 83 72 84
Landslide 97 96 94 99 67 89 90
97 96 95 99 67 90 91
Sentiment140 67 68 72 71 67 70 69
68 69 72 71 67 70 70
Macro f1-score 75 79 80 82 64 74
Micro f1-score 80 85 86 85 73 77