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

Table 18

A comparison of epileptic seizure recognition results.

Methods	Accuracy %
Srinivasan et al. [27]	99.60
Subasi and Ercelebi [28]	92.00
Subasi [29]	94.5
Kannathal et al [30]	92.22
Tzallas et al. [31]	100
Polat et al. [32]	98.72
Acharya et al. [33]	99.00
Acharya et al [34]	99.70
Musa Peker et al.[35]	100
SoftMax	87.13
SSAE-SVM [24]	98.80
SVM	92.09
MLP	94.11
Proposed Framework	100