Table 6 K folds results for Vision Transformer integrated with Random Forest trained on CLAHE MRI images.

From: Hybrid model integration with explainable AI for brain tumor diagnosis: a unified approach to MRI analysis and prediction

Fold

Accuracy

Precision

Recall

F1-score

Tumor

No Tumor

Tumor

No Tumor

Tumor

No Tumor

Tumor

No Tumor

1

0.980

0.980

0.983

0.976

0.976

0.983

0.979

0.980

2

0.990

0.990

0.983

0.996

0.983

0.996

0.990

0.989

3

0.986

0.986

0.983

0.989

0.990

0.983

0.986

0.986

4

0.976

0.976

0.976

0.976

0.976

0.976

0.976

0.976

5

0.981

0.981

0.983

0.980

0.980

0.983

0.981

0.981

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