Application of Genetic Algorithm and U-Net in Brain Tumor Segmentation and Classification: A Deep Learning Approach

Table 5

Overall analysis under detection rate, TPR, and FPR.

Models	Detection rate (%)	TPR (%)	FPR (%)
VGG16	85	82	18
GoogLeNet	88	86	14
AlexNet	81	79	21
CNN	93	88	12
GA-UNET (ours)	96	94	6