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Benchmarks
Abuse Detection on Offensive Dataset
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87
Accuracy
DL-Text & Metadata (Interleaved)
73.48
76.99
80.5
84.01
Feb 1, 2018
Accuracy
AUC
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
Precision
Recall
F1 Score
DL-Text & Metadata (Interleaved)
Features=Text & Metada...
2018.02
87
96
88
87
87
DL-Text & Metadata (Tran. Lear. FT)
Features=Text & Metada...
2018.02
86
95
87
86
86
DL-Text & Metadata (Naive Train.)
Features=Text & Metada...
2018.02
85
93
86
86
86
DL-Text & Metadata (Tran. Lear.)
Features=Text & Metada...
2018.02
85
95
86
85
85
DL-Text only
Features=Text only
2018.02
83
93
84
83
83
Baseline Naive Bayes
2018.02
81
79
81
81
81
Waseem and Hovy 2016
2018.02
74
-
73
78
-
DL-Metadata only
Features=Metadata only
2018.02
74
91
81
74
76
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