Impact of various input signal combinations on performance

Summary of the results from the inputs_* notebooks.

Dataset	System	Signals	MF1	ACC	KAPPA
Sleep-EDF-SC-20	Logistic regr.	EEG	0.780	0.839	0.781
		EEG + EMG	0.787	0.842	0.786
		EEG + EOG	0.803	0.853	0.800
		EEG + EOG + EMG	0.809	0.857	0.806
	Catboost	EEG	0.772	0.842	0.782
		EEG + EMG	0.774	0.842	0.782
		EEG + EOG	0.797	0.860	0.807
		EEG + EOG + EMG	0.802	0.864	0.812
Sleep-EDF-SC-78	Logistic regr.	EEG	0.738	0.797	0.723
		EEG + EMG	0.746	0.800	0.728
		EEG + EOG	0.768	0.820	0.753
		EEG + EOG + EMG	0,771	0,821	0,756
	Catboost	EEG	0.745	0.810	0.736
		EEG + EMG	0,750	0,813	0,741
		EEG + EOG	0.772	0,830	0,763
		EEG + EOG + EMG	0,775	0,831	0,766
Sleep-EDF-ST	Logistic regr.	EEG	0,758	0,802	0,723
		EEG + EMG	0,776	0,816	0,741
		EEG + EOG	0,788	0,825	0,754
		EEG + EOG + EMG	0,792	0,829	0,759
	Catboost	EEG	0,771	0,821	0,744
		EEG + EMG	0,784	0,829	0,755
		EEG + EOG	0,789	0,832	0,758
		EEG + EOG + EMG	0,795	0,836	0,765
MASS SS3	Logistic regr.	EEG	0,793	0,844	0,774
		EEG + EMG	0,803	0,850	0,782
		EEG + EOG	0,794	0,845	0,775
		EEG + EOG + EMG	0,807	0,853	0,786
	Catboost	EEG	0,810	0,863	0,796
		EEG + EMG	0,815	0,864	0,798
		EEG + EOG	0,809	0,863	0,797
		EEG + EOG + EMG	0,817	0,867	0,803

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