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Some metrics have disappeared #6002

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julioasotodv opened this issue Mar 27, 2017 · 5 comments
Closed

Some metrics have disappeared #6002

julioasotodv opened this issue Mar 27, 2017 · 5 comments

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@julioasotodv
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Comparing to v 1.2.2, metrics such as fmeasure, precision and recall are not available anymore in Keras 2.

Is there a good reason for this deletion? Perhaps one the backends do not support those metrics anymore?

@julioasotodv julioasotodv changed the title Some metrics have dissapeared Some metrics have disappeared Mar 27, 2017
@abramhindle
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Some fields of study use these "legacy" measures and they need them to compare against prior work. This removal is inconvenient and surprising.

@t-ae
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t-ae commented Mar 28, 2017

They had trouble.
If minibatch contains no positive samples, precision and recall return 0.
And mean of metrics gets lower values.

I don't know they'll be restored or not. Either way I recommend you to calculate them by yourself.

@julioasotodv
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Yes that's right. But still: monitoring these metrics while training is crucial to me.

So I guess that I will retriver them from the older version and use them as a separate module.

@t-ae
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t-ae commented Mar 28, 2017

Found declaration.
#5794 (comment)

@julioasotodv
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I see. Thank you so much.

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