This is a Binary Classification problem, in which the affirmative class indicates that the failure was caused by a certain component of the APS, while the negative class indicates that the failure was caused by something else.
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Used stored label encoder to inverse transform the predictions #21
Used stored label encoder to inverse transform the predictions to text values