Feature Selection for Interpatient Supervised Heart Beat Classification

Table 4

Classification performances of the two feature selection methods compared to previously reported feature choices.

Model	Feature selection	Features	BCR	𝑁	𝑆	𝑉	𝐹
wLDA	[4]	50	73.83%	88.63%	44.66%	80.58%	81.44%
wLDA	Wrapper wLDA	2	73.00%	81.88%	70.53%	70.77%	68.81%
wSVM	Ranking MI	6	82.99%	75.88%	82.63%	85.06%	88.40%
wSVM	[1]	36	71.55%	77.54%	42.86%	79.19%	86.60%