Research on Improved Depth Belief Network-Based Prediction of Cardiovascular Diseases

Table 4

Comparison of classification results of different techniques on the Statlog (Heart) data set.

Classification algorithms	Accuracy (%)
SVM linear [14]	86.62
SFM [24]	83.31
OCSFM [24]	86.73
Naïve Bayes [13]	78.93
WAC [13]	84.00
ANN [14]	86.04
PSO-SVM-SMO-RBF [14]	88.24
Naïve Bayes [25]	82.31
Decision tree [25]	84.35
LVQNN [17]	74.12
BPNN [18]	85.00
Improved DBN	91.26