Heart Disease Diagnosis Utilizing Hybrid Fuzzy Wavelet Neural Network and Teaching Learning Based Optimization Algorithm

Table 13

A comparison of the proposed and existing methods based on classification accuracy.

Method	Classification accuracy	Reference	Year
Proposed method (TLBO + FWNN)	90.2909	—	—
neural networks ensembles	89.01	Das et al. [3]	2009
CAPSO + MLP	87.04	Beheshti et al. [7]	2013
ANN + FNN + BP	86.8	Kahramanli and Allahverdi [5]	2008
MLP + BP + GA	80.99	Khemphila and Boonjing [6]	2011
MLP + BP	80.17	Khemphila and Boonjing [6]	2011
PSO + MLP	74.07	Beheshti et al. [7]	2013
ICA + MLP	68.52	Beheshti et al. [7]	2013
GSA + MLP	61.11	Beheshti et al. [7]	2013