Skip to main content

Table 3 RMSE and MAPE of Random Forest (RF), Gamma GLM and PLAQR implemented on OCM data in different percentiles

From: Comparison of statistical and machine learning models for healthcare cost data: a simulation study motivated by Oncology Care Model (OCM) data

RMSE 0 - 20th20 - 40th40 - 60th60 - 80th80th - 90th90th - 100th
RF$3661$8444$8246$6583$11,174$17,411
Gamma GLM$5881$16,548$18,291$15.246$21,446$33,276
PLAQR$5312$15,333$14,826$12,715$21,995$37,253
MAPERF$2436$6048$6712$5008$9044$15,406
Gamma GLM$4098$11,033$14,362$11,501$18,477$29,234
PLAQR$2668$10,749$11,933$9760$18,620$34,102