Performance Evaluation of the Machine Learning Algorithms Used in Inference Mechanism of a Medical Decision Support System

Table 1

11 Output variables for one record (100 datasets).

Variable name (disease)	Accuracy degree	Real situations	Results produced by the software	The comparison of the real situation and the result produced
History	0,9900	False	False	POSITIVE
Pres	0,9412	Normal	Zero	NEGATIVE
MinVol	0,9136	Normal	Zero	NEGATIVE
ExpCO2	0,9136	Normal	Zero	NEGATIVE
PAP	0,9000	Normal	Normal	POSITIVE
HRBP	0,8229	High	High	POSITIVE
HREKG	0,8229	High	High	POSITIVE
HRSat	0,8229	High	High	POSITIVE
CVP	0,7075	Normal	Normal	POSITIVE
PCWP	0,6970	Normal	Normal	POSITIVE
BP	0,4052	Low	Low	POSITIVE