Research Article

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

Table 2

Comparison of different wavelet families.

Wavelet family Accuracy

Haar99.20%
Daubechies 298.60%
Coiflets 196.98%
Symlets 199.01%
Biorthogonal 1.198.64%