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The second message is a warning, which is raised by the sklearn.metrics.precision_score function. To get rid of the warning you have to explicitly specify the desired behaviour via the 'zero_divison' argument. Note that the precision is calculated using the formula precision = Tp / (Tp + Fp). The warning tells you that a division by zero is being performed, which is an invalid operation. This ...
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