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Table 5 Network results for classification into 4 classes

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

Network

Training-accuracy

Test-accuracy

Train-loss

Test-loss

2D CNN

0.96475260

0.93448979

0.093299804

0.28095046

Convolutional auto-encoder

0.95637199

0.90925510

0.11472394

0.32122133

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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