binary classification vs multi class classification
I don't understand why you considered this problem of rebuyers as multi class classification of (rebuyer, not rebuyer) instead of considering it as binary classification (0:non rebuyer and 1: rebuyer)?
does it mean that tensorflow and deep networks performs better with multi class classification ?
does it mean that tensorflow and deep networks performs better with multi class classification ?
1 answers ( 0 marked as helpful)
Hi,
Thanks for being active!
In short, a binary classification is just a special case of multi class classification.
There really isn't any difference between the two.
In fact mathematicaly, they are exactly equivelent - the network will perform the same calculations whether the classes are 2 or 10, only the dimensionality is different.
Hope this helps!
Best,
Nikola, 365 Team
Thanks for being active!
In short, a binary classification is just a special case of multi class classification.
There really isn't any difference between the two.
In fact mathematicaly, they are exactly equivelent - the network will perform the same calculations whether the classes are 2 or 10, only the dimensionality is different.
Hope this helps!
Best,
Nikola, 365 Team