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Random Forests

Reported on 7 benchmarks across 3 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing6 results

Abuse DetectiononEthos Binary
Classification Accuracy· 2020-06-11
0.6504
best: 0.8015 (BiLSTM + static BE)
ETHOS: an Online Hate Speech Detection Dataset arXiv:2006.08328
Abuse DetectiononEthos Binary
F1-score· 2020-06-11
0.6441
best: 0.7971 (BiLSTM + static BE)
ETHOS: an Online Hate Speech Detection Dataset arXiv:2006.08328
Abuse DetectiononEthos Binary
Precision· 2020-06-11
64.69
best: 79.17 (BERT)
ETHOS: an Online Hate Speech Detection Dataset arXiv:2006.08328
Hate Speech DetectiononEthos Binary
Classification Accuracy· 2020-06-11
0.6504
best: 0.8015 (BiLSTM + static BE)
ETHOS: an Online Hate Speech Detection Dataset arXiv:2006.08328
Hate Speech DetectiononEthos Binary
F1-score· 2020-06-11
0.6441
best: 0.7971 (BiLSTM + static BE)
ETHOS: an Online Hate Speech Detection Dataset arXiv:2006.08328
Hate Speech DetectiononEthos Binary
Precision· 2020-06-11
64.69
best: 79.17 (BERT)
ETHOS: an Online Hate Speech Detection Dataset arXiv:2006.08328

Graphs1 result

Graph RegressiononLipophilicity
RMSE@80%Train
1.16
best: 0.93 (CensNet)