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Strange values of bin edges #45

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adendek opened this issue Dec 6, 2016 · 1 comment
Open

Strange values of bin edges #45

adendek opened this issue Dec 6, 2016 · 1 comment

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@adendek
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adendek commented Dec 6, 2016

I found a very strange behaviour of the Lookup Classifier calculate bin edges feature.
The issue occurs only for integer type feature.
Here you have exemplary features edges
{"seed_nbIT", {0.0,0.0,0.0,}},
{"seed_nLayers", {11.0,12.0,12.0,}},
I attached the features distribution plots.
xxx

@arogozhnikov
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Well, it is bad, but expected behavior. So far weighted quantiles are computed, which doesn't work fine with non-continous columns.

You can pass explicitly the edges to use for this variable in n_bins.

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