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Benchmarks
Abuse Detection on Hate Dataset
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92
AUC
DL-Text & Metadata (Interleaved)
70.16
75.83
81.5
87.17
Feb 1, 2018
AUC
Accuracy
Precision
Recall
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Accuracy
Precision
Recall
F1 Score
DL-Text & Metadata (Interleaved)
Features=Text & Metada...
2018.02
92
90
89
89
89
DL-Text only
Features=Text only
2018.02
91
87
89
87
88
DL-Text & Metadata (Tran. Lear.)
Features=Text & Metada...
2018.02
91
87
89
87
88
DL-Text & Metadata (Naive Train.)
Features=Text & Metada...
2018.02
90
87
89
87
88
DL-Text & Metadata (Tran. Lear. FT)
Features=Text & Metada...
2018.02
90
87
89
87
88
Davidson et al. 2017
2018.02
87
89
91
90
90
DL-Metadata only
Features=Metadata only
2018.02
75
61
80
61
66
Baseline Naive Bayes
2018.02
71
87
84
87
85
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