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gabrielziegler3/xgb_ovr.py

Created April 20, 2019 03:45
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xgb_ovr.py
# META CODE
from sklearn.multiclass import OneVsRestClassifier
from xgboost import XGBClassifier
from sklearn.preprocessing import MultiLabelBinarizer
clf = OneVsRestClassifier(XGBClassifier(n_jobs=-1, max_depth=4))
# You may need to use MultiLabelBinarizer to encode your variables from arrays [[x, y, z]] to a multilabel
# format before training.
mlb = MultiLabelBinarizer()
y = mlb.fit_transform(y)
clf.fit(X, y)
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