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Abuse Detection on Cyberbullying Dataset 3 classes (tweet-level)
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96
AUC
DL-Text & Metadata (Interleaved)
72.08
78.29
84.5
90.71
Feb 1, 2018
AUC
Accuracy
Precision
Recall
F1
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Accuracy
Precision
Recall
F1
DL-Text & Metadata (Interleaved)
Features=Text & Metada...
2018.02
96
92
93
92
93
DL-Text & Metadata (Tran. Lear.)
Features=Text & Metada...
2018.02
95
90
92
90
90
DL-Text & Metadata (Tran. Lear. FT)
Features=Text & Metada...
2018.02
95
90
91
90
91
DL-Text & Metadata (Naive Train.)
Features=Text & Metada...
2018.02
94
89
90
90
90
DL-Metadata only
Features=Metadata only
2018.02
93
88
91
88
89
DL-Text only
Features=Text only
2018.02
92
89
91
89
89
Chatzakou et al. 2017
Level=User-level
2018.02
91
91
90
92
91
Baseline Naive Bayes
2018.02
73
88
88
88
88
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