Sleep Quality on Sleep-EDF-ST

Metric: Cohen's kappa (higher is better)

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#	Model↕	Cohen's kappa▼	Extra Data	Paper	Date↕	Code
1	CatBoost	0.765	No	Do Not Sleep on Traditional Machine Learning: Si...	2022-07-15	Code
2	Linear model	0.759	No	Do Not Sleep on Traditional Machine Learning: Si...	2022-07-15	Code

#1CatBoostSOTA
0.765
Cohen's kappa· 2022-07-15
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring Code
#2Linear model
0.759
Cohen's kappa· 2022-07-15
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring Code