Classification of Task-State fMRI Data Based on Circle-EMD and Machine Learning

Table 7

Sensitivity and specificity of the classification.

Weighted average	Logistic regression		SVM		Deep learning
	Original	All IMFs	Original	All IMFs	Original	All IMFs
Precision	0.690	0.711	0.468	0.486	0.745	0.825
Recall	0.683	0.700	0.638	0.654	0.733	0.812
f1-score	0.681	0.696	0.538	0.557	0.729	0.806