Pathological Brain Detection Using Weiner Filtering, 2D-Discrete Wavelet Transform, Probabilistic PCA, and Random Subspace Ensemble Classifier

Table 3

Comparison result of the proposed method.

Proposed method	Feature	DS-66	DS-90	DS-160	DS- 255
Logistic regression	13	100.00	100.00	100.00	92.50
QDA	13	100.00	98.90	98.90	96.50
KNN	13	100.00	100.00	100.00	97.30
RSE classifier	13	100.00	100.00	100.00	99.20