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. | Methodology | Classification accuracy |
| 1 | SF and ANN [31] | 92% | 2 | DWT and ANN [32] | 90% | 3 | SF, DWT, and ANN [4] | 95% | 4 | SF and KNN [13] | 96% | 5 | Proposed methodology | 100% |
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SF: statistical features; DWT: discrete wavelet transforms; ANN: artificial neural network; KNN: -nearest neighbors’ algorithm. |