Fig. 8From: Machine learning approaches for predicting high cost high need patient expenditures in health carePerformance changes after adding more prior periods. Most measures substantially improved after adding the first three periods. The gain for adding a fourth period to LR, LASSO and GBM is minimal. RNN benefits most, indicating its stronger ability to model temporal relationsBack to article page