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Account-level bot detection on Twitter Bot Detection account-level (user)

100Precision

AdaBoost Classifier

Updated 5mo ago

Evaluation Results

Method	Links
AdaBoost Classifier 2018.02		100	100	100	99.81	99.81
Logistic Regression 2018.02		99	99	99	98.59	98.62
Random Forest Classifier 2018.02		99	99	99	99.37	99.38
2-layer NN 2018.02		99	99	99	98.78	98.79
Random Forest Classifier 2018.02		99	99	99	98.59	98.59
AdaBoost Classifier 2018.02		99	99	99	98.65	98.65
Random Forest Classifier 2018.02		98	98	98	98.39	98.45
AdaBoost Classifier 2018.02		98	98	98	98.23	98.23
2-layer NN 2018.02		95	95	95	94.96	94.75
SGD Classifier 2018.02		95	94	94	94.33	94.43
2-layer NN 2018.02		95	95	95	93.91	94.89
Logistic Regression 2018.02		94	93	93	90.66	88.91
Logistic Regression 2018.02		92	91	91	90.94	90.98
SGD Classifier 2018.02		90	90	90	90.3	90.31
SGD Classifier 2018.02		87	87	87	87.26	86.8