def predict(self, X):
'''
transform ASLib scenario data
Arguments
---------
X: numpy.array
instance feature matrix
Returns
-------
'''
preds = np.array(self.model.predict(xgb.DMatrix(X)))
preds[preds < 0.5] = 0
preds[preds >= 0.5] = 1
return preds
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