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xgb model prediction changes if i save and load the model

Real Raccoon answered on April 4, 2022 Popularity 1/10 Helpfulness 1/10

answer xgb model prediction changes if i save and load the model

xgb model prediction changes if i save and load the model

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import pickle
file_name = "xgb_reg.pkl"

# save
pickle.dump(xgb_model, open(file_name, "wb"))

# load
xgb_model_loaded = pickle.load(open(file_name, "rb"))

# test
ind = 1
test = X_val[ind]
xgb_model_loaded.predict(test)[0] == xgb_model.predict(test)[0]

Out[1]: True

Popularity 1/10 Helpfulness 1/10 Language python

Source: stackoverflow.com

Tags: load model prediction python save

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