Table 6.

Explanation of some voting ensemble calculation

DenseNet121	VGG19	Inception V3	Voting ensemble
Counting majority of votes for “containing brain tumor”
1	1	0	1
1	0	0	0
1	0	1	1
1	1	1	1
0	0	1	0
0	1	1	1
...	...	...	...
...	...	...	...
Counting majority of votes for “containing no brain tumor”
0	1	0	0
0	0	1	0
1	1	0	1
0	0	0	0
1	0	1	1
1	0	0	0
...	...	...	...
...	...	...	...
Total corrected prediction
652	647	642	665
Total test data
693	693	693	693
Accuracy in percentage (%)
(652$÷$693)$\times$100	(647$÷$693)$\times$100	(642$÷$693)$\times$100	(665$÷$693)$\times$100
= 94.08%	= 93.36%	= 92.64%	= 95.96%