Table 17.

Works comparison following AAMI recommendation.

Classifier	Feature	No. of Features	Data Scheme	Class	Accuracy (%)
Ensemble SVM [26]	RR interval, HOS, wavelet, time domain, morphology	45	Inter-patient	5	94.5
Random Forest [25]	RR interval, HBF, time domain, morphology	6	Inter-patient	5	96.14
Naïve bayes [30]	HOS	4	Inter-patient	5	94
SVM [31]	RR-Interval, DCT Random projection	33	Inter-patient	5	93.1
Ensemble of BDT [32]	RR-interval, DCT random projection	33	Inter-patient	5	96.15
Ensemble SVM [33]	RR-Interval, Random projection	101	Inter-patient	5	93.8
Deep neural network [34]	RR interval, Wavelet, HOS, morphologcy	45	Inter-patient	4	89.25
This work (SVM)	RR interval	9	Inter-patient	5	92.57
This work (NN)	RR interval	9	Inter-patient	5	92.50
This work (RF)	RR interval	9	Intra-patient	5	96.22
This work (ANN)	RR interval	9	Intra-patient	5	96.35
This work (RF)	RR interval	9	Intra-patient(O)	5	99.67
This work (DT)	RR interval	9	Intra-patient(O)	5	99.31