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Commit 9212f77a authored by tomrink's avatar tomrink
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parent 66f856bc
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...@@ -252,3 +252,13 @@ def gradient_boosting(x_train, y_train, x_test, y_test, n_estimators=100, max_de ...@@ -252,3 +252,13 @@ def gradient_boosting(x_train, y_train, x_test, y_test, n_estimators=100, max_de
if saveModel: if saveModel:
joblib.dump(gbm, '/Users/tomrink/icing_gbm.pkl') joblib.dump(gbm, '/Users/tomrink/icing_gbm.pkl')
def infer(model, x_test, y_test, does_prob=True):
yhat = model.predict(x_test)
if does_prob:
yhat_prob = model.predict_proba(x_test)
metrics(y_test, yhat, y_pred_prob=yhat_prob)
else:
metrics(y_test, yhat)
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