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Table 7 Precision, recall, and F-measure of convolutional auto-encoder neural network

From: MRI-based brain tumor detection using convolutional deep learning methods and chosen machine learning techniques

 

Precision

Recall

F-measure

Glioma

0.95

0.94

0.94

Meningioma

0.93

0.94

0.93

Pituitary gland tumor

0.96

0.97

0.97

Healthy brain

0.93

0.92

0.92

Average

0.9425

0.9425

0.94

  1. We bolded the parameters that had the best performance for each group