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Training data as probability vectors, or several possible classes for each input?

Posted 3 days ago

How would I supply this kind of training data? I have n output classes, but instead of associating a definite class with each training input, I would like to associate an n-dimensional probability vector for the classes with each input, or alternatively have each input repeat several times so I can sample the probability distribution to get definite answers for the classes.. The first option would be preferable.

POSTED BY: Iuval Clejan
3 Replies
Posted 2 days ago

Here is another attempt, but still something is wrong, not sure exactly what it wants (error message unclear).

POSTED BY: Iuval Clejan
Posted 3 days ago

The second option seems to work OK, it doesn't complain about having the same input with different outputs for the training set. But what about the first option?

POSTED BY: Updating Name
Posted 3 days ago

I thought this might work, but there is something wrong with the syntax. Help?

POSTED BY: Iuval Clejan
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