multimodal vs single features

C:\ProgramData\Anaconda3\python.exe C:/Users/mohe01/EventServerAnalyzer/Source/KOALAELearningAnalyzer.py
================================================== Analyzing for elearning_quiz_events ==================================================
All Features:
	Video Diff 0.84762 - LogisticRegression
	Diff Rating -0.7923799999999999 - Ridge
	CL Rating -1.0766300000000002 - Ridge
Heart Features:
	Video Diff 0.72857 - LogisticRegression
	Diff Rating -1.19268 - Ridge
	CL Rating -1.78236 - Ridge
Skin Features:
	Video Diff 0.77738 - LogisticRegression
	Diff Rating -1.00705 - Ridge
	CL Rating -1.7334 - Ridge
Eye Features:
	Video Diff 0.78332 - LogisticRegression
	Diff Rating -0.9344899999999999 - Ridge
	CL Rating -1.6539899999999998 - Ridge

================================================== Analyzing for eigenvector_quizzes ==================================================
All Features:
	Video Diff 0.975 - LogisticRegression
	Diff Rating -0.17457999999999999 - Ridge
	CL Rating -0.23969000000000001 - Ridge
Heart Features:
	Video Diff 0.78333 - LogisticRegression
	Diff Rating -0.90848 - Ridge
	CL Rating -1.7093900000000002 - ElasticNet
Skin Features:
	Video Diff 0.78333 - SGDClassifier
	Diff Rating -0.9347899999999999 - Ridge
	CL Rating -1.2441999999999998 - Ridge
Eye Features:
	Video Diff 0.875 - LogisticRegression
	Diff Rating -0.8858099999999999 - Ridge
	CL Rating -1.33209 - Ridge
================================================== Analyzing for vector_quizzes ==================================================
All Features:
	Video Diff 0.90833 - LogisticRegression
	Diff Rating -0.36832 - Ridge
	CL Rating -1.0053299999999998 - Ridge
Heart Features:
	Video Diff 0.80833 - LogisticRegression
	Diff Rating -0.66393 - Ridge
	CL Rating -2.09286 - Ridge
Skin Features:
	Video Diff 0.75 - LogisticRegression
	Diff Rating -1.23047 - Ridge
	CL Rating -1.3998599999999999 - Ridge
Eye Features:
	Video Diff 0.875 - LogisticRegression
	Diff Rating -0.88353 - Ridge
	CL Rating -1.73767 - Ridge
================================================== Analyzing for integration_quizzes ==================================================
All Features:
	Video Diff 0.925 - LogisticRegression
	Diff Rating -0.20106000000000002 - Ridge
	CL Rating -0.17951 - Ridge
Heart Features:
	Video Diff 0.84167 - SGDClassifier
	Diff Rating -0.4299900000000001 - Ridge
	CL Rating -1.09918 - Ridge
Skin Features:
	Video Diff 0.81667 - SGDClassifier
	Diff Rating -0.83827 - ElasticNet
	CL Rating -1.36331 - Ridge
Eye Features:
	Video Diff 0.78333 - SGDClassifier
	Diff Rating -0.8402499999999999 - ElasticNet
	CL Rating -0.9696899999999999 - Ridge

Process finished with exit code 0