Fig. 6From: Machine learning approaches for predicting high cost high need patient expenditures in health careComparison of different period lengths. Generally performance improves when the time period becomes longer, which is consistent with higher correlation in the same trend. However, GBM and LASSO seem to find their best R-squared when period length = 6 months in predicting pctlPMPM and logPMPMBack to article page