I'm working on comparing 2 algorithms with an experimental protocol that produce 100 folds for each one.
As a result, I found that my algorithm got (49.29 $\pm$ 1.69) and the baseline got (50.40 $\pm$ 2.16). I applied ANOVA and other tests and I always got a p-value of 0.60.
Method: Deep learning.
Goal: comparing 2 algorithms (mine and another)
- H0: the mean of the results are equal.
- Ha: the mean of the results are unequal. (advantage go to the adversary)
Population : 2 ( Method 1 and method 2)
sample size = 100
$P=0.6$ and $\alpha = 0.05$
$P > 0.05 $ $=>$ no significant difference
Can a reviewer reject the conclusion? (Quality)
If you need more information, please ask them in a comment.