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The predicted y output for the nips_A dataset is not binary #29

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nurmanmus opened this issue Sep 9, 2020 · 1 comment
Open

The predicted y output for the nips_A dataset is not binary #29

nurmanmus opened this issue Sep 9, 2020 · 1 comment

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@nurmanmus
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I tried to replicate the experiment using nipsA_deepgbm_offline script but when i tried to print the output of the predictions (i.e., pred_y), the predicted values given are real number as follows:

pred_y: [0.34316275 0.36292914 0.3552964 0.35970888 0.35918367 0.3515028
0.36127064 0.34485954 0.37243855 0.3597494 0.37358335 0.35961217
0.3446463 0.3496978 0.3566822 0.35322982 0.36830378 0.37577894
0.3774116 0.361733 0.34249693 0.36554664 0.36565682 0.3529494
0.3586624 0.35545474 0.35036924 0.37629476 0.36555907 0.37944567
0.37318298 0.37047318 0.36648336 0.3657822 0.36535558 0.37917492
0.3766928 0.37294027 0.365851 0.36476082 0.3654274 0.37421528
0.35136348 0.3707069 0.37431964 0.38356563 0.35120273 0.37153876
0.3950685 0.3748232 0.36651853 0.35673445 0.36918446 0.36931384
0.36340126 0.3641296 0.38208184 0.3779632 0.36068133 0.34996226
0.34128729 0.3601104 0.35272548 0.34229857 0.35786942 0.352486
0.34367353 0.34292746 0.3950783 0.36609793 0.3616757 0.38065642

Isn't the predicted output suppose to be 0 or 1? Can you please advise.

@jaronn
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jaronn commented Sep 10, 2020

this is the propability of the label

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