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Important features and time points at which participants showed remission at each step during the STAR*D trial. Each step’s cut-off time point is 12-14weeks. M1 = A model trained without weights on each class, M2 = A model trained with weights on each class to mitigate the effect of the imbalance of the distribution of classes.
