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isotonic means monotone, either increasing or decreasing. Use this tag for isotonic regression (monotone regression) and other forms of order-restricted inference, like hypothesis testing with ordered alternatives.
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Multiclass classification question
This is a common problem in rare events data (i.e., data where the event being modeled is relatively infrequent, < 5% of the data). Try random oversampling.