Skills Evaluation on eSports Sensors Dataset

Metric: ROC AUC (higher is better)

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#	Model↕	ROC AUC▼	Extra Data	Paper	Date↕	Code
1	SVM	0.945	No	Collection and Validation of Psychophysiological...	2020-11-02	Code
2	KNN	0.899	No	Collection and Validation of Psychophysiological...	2020-11-02	Code
3	Logistic Regression	0.886	No	Collection and Validation of Psychophysiological...	2020-11-02	Code
4	Random Forest	0.885	No	Collection and Validation of Psychophysiological...	2020-11-02	Code
5	Random Guess	0.5	No	Collection and Validation of Psychophysiological...	2020-11-02	Code

#1SVMSOTA
0.945
ROC AUC· 2020-11-02
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset Code
#2KNN
0.899
ROC AUC· 2020-11-02
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset Code
#3Logistic Regression
0.886
ROC AUC· 2020-11-02
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset Code
#4Random Forest
0.885
ROC AUC· 2020-11-02
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset Code
#5Random Guess
0.5
ROC AUC· 2020-11-02
Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset Code