> Remember that one-vs-rest trains each base classifier *independently* (a new
sample may play the role of a positive or negative example, depending on the
class). Therefore, you do need to update all base classifiers.HTH,Mathieu
>
>
>
Ah, so every sample is trained on every classifier? It
On Tue, Nov 27, 2012 at 9:11 AM, Ak wrote:
> For OneVsRestClassifier, if separate classifiers are trained for every
> category, would online learning mean training only a particular
> classifier for
> the category that the new sample belongs to?
>
Remember that one-vs-rest trains each base cl
For OneVsRestClassifier, if separate classifiers are trained for every
category, would online learning mean training only a particular classifier for
the category that the new sample belongs to?
For e.g. if I train OneVsRestClassifier(SGDClassifier()), right now for
predicting the probability