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Bot Detection on Twitter tweet-level

96Precision

LSTM

Updated 5mo ago

Evaluation Results

Method	Links
LSTM 2018.02		96	96	96	95.53	95.67
Contextual LSTM 2018.02		96	96	96	95.67	95.85
Contextual LSTM 2018.02		96	96	96	96.18	96.27
Contextual LSTM 2018.02		96	96	96	96.18	96.26
Contextual LSTM 2018.02		96	96	96	96.33	96.43
AdaBoost Classifier 2018.02		93	92	93	92.34	90.65
Logistic Regression 2018.02		92	92	92	91.88	88.2
Random Forest Classifier 2018.02		92	92	92	92.33	88.06
SGD Classifier 2018.02		91	90	90	89.92	88.6
Logistic Regression 2018.02		80	80	79	80.08	76.33
Random Forest Classifier 2018.02		80	80	80	80.42	77.65
AdaBoost Classifier 2018.02		80	80	79	79.91	76.18
Logistic Regression 2018.02		79	77	76	76.66	76.67
Random Forest Classifier 2018.02		79	77	77	77.47	77.48
AdaBoost Classifier 2018.02		79	77	77	77.15	77.16
SGD Classifier 2018.02		78	77	76	76.64	76.64
SGD Classifier 2018.02		76	76	75	76.25	71.91