Research Article

[Retracted] An Improved Brain MRI Classification Methodology Based on Statistical Features and Machine Learning Algorithms

Table 7

Classification accuracy of proposed method along with other well-known classification methods.

S. No.MethodologyClassification accuracy

1SF and ANN [31]92%
2DWT and ANN [32]90%
3SF, DWT, and ANN [4]95%
4SF and KNN [13]96%
5Proposed methodology100%

SF: statistical features; DWT: discrete wavelet transforms; ANN: artificial neural network; KNN: -nearest neighbors’ algorithm.