Account-level bot detection on Twitter Bot Detection account-level (user) benchmark leaderboard · SOTA2 Research

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

100PrecisionAdaBoost Classifier

Evaluation Results

Method	Links
AdaBoost Classifier2018.02		100	100	100	99.81	99.81
Logistic Regression2018.02		99	99	99	98.59	98.62
Random Forest Classifier2018.02		99	99	99	99.37	99.38
2-layer NN2018.02		99	99	99	98.78	98.79
Random Forest Classifier2018.02		99	99	99	98.59	98.59
AdaBoost Classifier2018.02		99	99	99	98.65	98.65
Random Forest Classifier2018.02		98	98	98	98.39	98.45
AdaBoost Classifier2018.02		98	98	98	98.23	98.23
2-layer NN2018.02		95	95	95	94.96	94.75
SGD Classifier2018.02		95	94	94	94.33	94.43
2-layer NN2018.02		95	95	95	93.91	94.89
Logistic Regression2018.02		94	93	93	90.66	88.91
Logistic Regression2018.02		92	91	91	90.94	90.98
SGD Classifier2018.02		90	90	90	90.3	90.31
SGD Classifier2018.02		87	87	87	87.26	86.8