Table 4. Detailed accuracies of data... | Emerald Publishing

Table 4.

Detailed accuracies of data class

Models	Class	TP rate	FP rate	Precision	Recall	F-measure	MCC	ROC area	PRC area
Model 1	Structural-potential	0.688	0.099	0.837	0.688	0.755	0.611	0.829	0.792
	Structure-in-use	0.901	0.312	0.797	0.901	0.846	0.611	0.829	0.828
	Weighted average	0.811	0.222	0.814	0.811	0.808	0.611	0.829	0.813
Model 2	Structural-potential	0.672	0.095	0.839	0.672	0.746	0.602	0.827	0.760
	Structure-in-use	0.905	0.328	0.790	0.905	0.844	0.602	0.827	0.831
	Weighted average	0.806	0.229	0.811	0.806	0.802	0.602	0.827	0.801
Model 3	Structural-potential	0.691	0.100	0.836	0.691	0.757	0.613	0.765	0.809
	Structure-in-use	0.900	0.309	0.799	0.900	0.847	0.613	0.832	0.835
	Weighted average	0.812	0.220	0.814	0.812	0.809	0.613	0.832	0.805

Models	Class	TP rate	FP rate	Precision	Recall	F-measure	MCC	ROC area	PRC area
Model 1	Structural-potential	0.688	0.099	0.837	0.688	0.755	0.611	0.829	0.792
	Structure-in-use	0.901	0.312	0.797	0.901	0.846	0.611	0.829	0.828
	Weighted average	0.811	0.222	0.814	0.811	0.808	0.611	0.829	0.813
Model 2	Structural-potential	0.672	0.095	0.839	0.672	0.746	0.602	0.827	0.760
	Structure-in-use	0.905	0.328	0.790	0.905	0.844	0.602	0.827	0.831
	Weighted average	0.806	0.229	0.811	0.806	0.802	0.602	0.827	0.801
Model 3	Structural-potential	0.691	0.100	0.836	0.691	0.757	0.613	0.765	0.809
	Structure-in-use	0.900	0.309	0.799	0.900	0.847	0.613	0.832	0.835
	Weighted average	0.812	0.220	0.814	0.812	0.809	0.613	0.832	0.805

Notes:

TP: True positive; FP: False positive; MCC: Merkel cell carcinoma; ROC: receiver operating characteristics; PRC: Precision-recall curve