CODEWITHSUNDEEP
pythonjupyter-notebookanacondaxgboost
Zofia
Zofia

Reputation: 123

XGBoost crashing kernel in jupyter notebook

I don't know how to make the XGBoost classifier work. I am running the code below on Jupyter notebook, and it always generates this message "The kernel appears to have died. It will restart automatically."

from xgboost import XGBClassifier
model = XGBClassifier()
model.fit(X, y)

There is no problem with importing the XGBClassifier, but it crashes upon fitting it to my data. X is a 502 by 33 all-numeric dataframe, y is the set of 0 or 1 labels for each row. Does anyone know what could be the problem here? I downloaded the newest version of XGBoost through pip3 install, and also through Conda install.

Upvotes: 6

Views: 7182

Answers (2)

fuwiak
fuwiak

Reputation: 741

import os
os.environ['KMP_DUPLICATE_LIB_OK']='True'
from xgboost import XGBClassifier
model = XGBClassifier()
model.fit(X, y)

Upvotes: 2

Евгений Куприков
Евгений Куприков

Reputation: 311

I was having similar problem. I solved it by installing an older version 0.80.

pip install xgboost==0.80

Upvotes: 21

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