[Retracted] Enhanced Watershed Segmentation Algorithm-Based Modified ResNet50 Model for Brain Tumor Detection

Table 4

Numerical results for different ratios of training, test, and validation sets after augmentation.

Case no.	Training set		Test set		Validation set		Numerical results
							Accuracy		Precision		Sensitivity		Specificity
	%	Image count	%	Image count	%	Image count	Test	Val.	Test	Val.	Test	Val.	Test	Val.
Case 1	75	193	20	50	5	10	0.90	0.92	0.84	1	0.94	83	0.96	80
Case 2	80	203	10	25	10	25	0.66	0.84	0.74	0.62	0.90	0.76	0.92	0.71
Case 3	75	193	15	35	10	25	0.89	0.87	0.97	0.80	0.75	0.97	0.85	0.97