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error handling when input sample is not found in the dataset #33

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error handling when input sample is not found in the dataset #33

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4 changes: 3 additions & 1 deletion libact/labelers/ideal_labeler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -26,4 +26,6 @@ def __init__(self, dataset, **kwargs):
self.y = y

def label(self, feature):
return self.y[np.where([np.array_equal(x, feature) for x in self.X])[0]]
if np.count_nonzero([np.array_equal(x, feature) for x in self.X])==0
raise ValueError("No matching sample found in the dataset.")
return self.y[np.where([np.array_equal(x, feature) for x in self.X])]