scheme,model,oos_loglik,auc,brier,calibration_slope forward,B0 FE+X,-0.3339487670346343,0.7684450581703619,0.10227245267277035,0.9664505448225649 forward,B1 D,-0.33441173736892377,0.7687386564874468,0.10265018720078598,0.9572561546978705 forward,B2 K,-0.33126152087736876,0.7772483075608989,0.10112584640393232,0.9862890236695545 forward,B4 persistence,-0.33574416599657525,0.7634894489695285,0.10271151299715428,0.9514008207794588 forward,B5 D+K,-0.3322588009388094,0.7790020591895161,0.10173615001628053,0.9733560602941865 forward,C1 P,-0.3341934085886026,0.7731185393457016,0.10274445807402871,0.9509393831989483 loro,B0 FE+X,-0.5175506801111335,0.6737262817823165,0.14154021372344017,0.43723516988703176 loro,B1 D,-0.5187018470129532,0.6740896553062964,0.14198878196786674,0.4372712440741397 loro,B2 K,-0.5086874220331342,0.6796575384317537,0.1389979662366746,0.4297067042009617 loro,B4 persistence,-0.5172150603242006,0.6739571372559702,0.14136295172005378,0.43726309987883344 loro,B5 D+K,-0.5096101128885243,0.6826731059990098,0.1395604913711162,0.4305769546123561 loro,C1 P,-0.517999837028352,0.6814670864914145,0.14228330197988096,0.4354907431738843