Table 5 Inception-V3 training and validation phase.
From: Brain tumor detection empowered with ensemble deep learning approaches from MRI scan images
Inception-V3:Normal | Inception-V3:Meningioma | Inception-V3:Glioma | Inception-V3:Pituitary | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Total Sample N= 1750 | Predicted | Total Sample N= 1750 | Predicted | Total Sample N= 1750 | Predicted | Total Sample N= 1750 | Predicted | ||||||||
+VE | +VE | +VE | +VE | +VE | +VE | +VE | +VE | ||||||||
Training | |||||||||||||||
Actual | +VE 800 | TP 760 | FN 40 | Actual | +VE 800 | TP750 | FN 50 | Actual | +VE 800 | TP778 | FN 22 | Actual | +VE 800 | TP772 | FN 28 |
-VE 950 | FP 17 | TN 933 | -VE 950 | FP 16 | TN 934 | -VE 950 | FP 17 | TN 933 | -VE 950 | FP 24 | TN 926 | ||||
validation | |||||||||||||||
Actual | +VE 350 | TP347 | FN 03 | Actual | +VE 350 | TP349 | FN 1 | Actual | +VE 350 | TP348 | FN 2 | Actual | +VE 350 | TP347 | FN 3 |
-VE 400 | FP 12 | TN 387 | -VE 400 | FP 6 | TN 394 | -VE 400 | FP 5 | TN 382 | -VE 400 | FP 4 | TN 396 | ||||
