A New Generalized Deep Learning Framework Combining Sparse Autoencoder and Taguchi Method for Novel Data Classification and Processing

Table 15

A comparison amongst IDS detection methods results.

Methods	Accuracy %
DT [25]	85.56
LR [25]	83.15
NB [25]	82.07
ANN [25]	81.34
Ramp-KSVCR [25]	93.52
GA-LR [26]	81.42
SSAE-SVM [24]	84.71
SVM	83.16
SoftMax	80.13
Proposed Framework	99.70