predict_proba returns different results on Python 2 & 3
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I had some old code used to train a Random Forest Classifier (sklearn 0.17.1), for classification on two classes (spam/ham). I ran this in a docker container and sent it some data.
Sklearns predict_proba returns [0.3, 0.7].
I “rewrote” (literally changed a few lines for Python3 compatibility), trained with the same data, and sent it the same data, and now predict_proba returns [0.7, 0.3].
Did something change in sklearn.ensemble.RandomForestClassifier predict_proba or have I messed up somewhere, or does the new one still work?
scikit-learn random-forest
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shammpashammpa
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I had some old code used to train a Random Forest Classifier (sklearn 0.17.1), for classification on two classes (spam/ham). I ran this in a docker container and sent it some data.
Sklearns predict_proba returns [0.3, 0.7].
I “rewrote” (literally changed a few lines for Python3 compatibility), trained with the same data, and sent it the same data, and now predict_proba returns [0.7, 0.3].
Did something change in sklearn.ensemble.RandomForestClassifier predict_proba or have I messed up somewhere, or does the new one still work?
scikit-learn random-forest
asked yesterday
shammpashammpa
1
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shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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Could you share a code that reproduces your error ?
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– Robin Nicole
yesterday
add a comment |
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I had some old code used to train a Random Forest Classifier (sklearn 0.17.1), for classification on two classes (spam/ham). I ran this in a docker container and sent it some data.
Sklearns predict_proba returns [0.3, 0.7].
I “rewrote” (literally changed a few lines for Python3 compatibility), trained with the same data, and sent it the same data, and now predict_proba returns [0.7, 0.3].
Did something change in sklearn.ensemble.RandomForestClassifier predict_proba or have I messed up somewhere, or does the new one still work?
scikit-learn random-forest
asked yesterday
shammpashammpa
1
New contributor
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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I had some old code used to train a Random Forest Classifier (sklearn 0.17.1), for classification on two classes (spam/ham). I ran this in a docker container and sent it some data.
Sklearns predict_proba returns [0.3, 0.7].
I “rewrote” (literally changed a few lines for Python3 compatibility), trained with the same data, and sent it the same data, and now predict_proba returns [0.7, 0.3].
Did something change in sklearn.ensemble.RandomForestClassifier predict_proba or have I messed up somewhere, or does the new one still work?
scikit-learn random-forest
scikit-learn random-forest
asked yesterday
shammpashammpa
1
New contributor
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked yesterday
shammpashammpa
1
New contributor
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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asked yesterday
shammpashammpa
1
New contributor
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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asked yesterday
shammpashammpa
1
asked yesterday
shammpashammpa
1
1
New contributor
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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New contributor
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
shammpa is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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Could you share a code that reproduces your error ?
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– Robin Nicole
yesterday
add a comment |
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Could you share a code that reproduces your error ?
$endgroup$
– Robin Nicole
yesterday
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Could you share a code that reproduces your error ?
$endgroup$
– Robin Nicole
yesterday
$begingroup$
Could you share a code that reproduces your error ?
$endgroup$
– Robin Nicole
yesterday
add a comment |
1 Answer
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Maybe...
Have a you seen if one of the predict_proba produces 2 columns?
I think Python 3 produces two columns and the one comparable is the second.
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
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Maybe...
Have a you seen if one of the predict_proba produces 2 columns?
I think Python 3 produces two columns and the one comparable is the second.
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
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Juan Esteban de la Calle is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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Maybe...
Have a you seen if one of the predict_proba produces 2 columns?
I think Python 3 produces two columns and the one comparable is the second.
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
New contributor
Juan Esteban de la Calle is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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$begingroup$
Maybe...
Have a you seen if one of the predict_proba produces 2 columns?
I think Python 3 produces two columns and the one comparable is the second.
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
New contributor
Juan Esteban de la Calle is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
Maybe...
Have a you seen if one of the predict_proba produces 2 columns?
I think Python 3 produces two columns and the one comparable is the second.
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
New contributor
Juan Esteban de la Calle is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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edited 20 hours ago
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
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answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
answered yesterday
Juan Esteban de la CalleJuan Esteban de la Calle
687
687
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New contributor
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Could you share a code that reproduces your error ?
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– Robin Nicole
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