Table 8.

Autoencoder performance on different desired features on two datasets i.e., ‘brain tumor 1’ and ‘brain tumor 2’ based on AVG of 10 experiments.

Autoencoder performance	Brain tumor 1 (%)			Brain tumor 2 (%)
Models	7 feats	50 feats	100 feats	5 feats	50 feats	100 feats
KNN	55.50	67.70	73.30	70	67.9	74
Random forest	60.00	62.20	57.70	52	46	38
SVM	59.0	59.0	65.50	0	0	2

Significant values are in bold.