How to ensure same encoding pattern?
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I created a XGBRegressor model with certain encoded 'object' dtypes in the data. Now if I want to run the model with new set of data which is freshly encoded it's giving wrong predictions. How to ensure that the new dataset is encoded in the same way as was the train data? Or any other solution to this problem?
regression xgboost boosting
asked 4 mins ago
Dishant KothiaDishant Kothia
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$begingroup$
I created a XGBRegressor model with certain encoded 'object' dtypes in the data. Now if I want to run the model with new set of data which is freshly encoded it's giving wrong predictions. How to ensure that the new dataset is encoded in the same way as was the train data? Or any other solution to this problem?
regression xgboost boosting
asked 4 mins ago
Dishant KothiaDishant Kothia
1
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I created a XGBRegressor model with certain encoded 'object' dtypes in the data. Now if I want to run the model with new set of data which is freshly encoded it's giving wrong predictions. How to ensure that the new dataset is encoded in the same way as was the train data? Or any other solution to this problem?
regression xgboost boosting
asked 4 mins ago
Dishant KothiaDishant Kothia
1
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I created a XGBRegressor model with certain encoded 'object' dtypes in the data. Now if I want to run the model with new set of data which is freshly encoded it's giving wrong predictions. How to ensure that the new dataset is encoded in the same way as was the train data? Or any other solution to this problem?
regression xgboost boosting
regression xgboost boosting
asked 4 mins ago
Dishant KothiaDishant Kothia
1
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 4 mins ago
Dishant KothiaDishant Kothia
1
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 4 mins ago
Dishant KothiaDishant Kothia
1
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 4 mins ago
Dishant KothiaDishant Kothia
1
asked 4 mins ago
Dishant KothiaDishant Kothia
1
1
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Dishant Kothia is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
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