runs/makeDefaultPARAM.R

PARAM <- list(XGBREG = list(alpha = .75,
                            gamma = .75,
                            colsample_bytree = .75,
                            eta = 0.01,
                            min_child_weight = 5,
                            max_depth = 15,
                            outl = 0.2,
                            subsample = 0.75
                            ),
              XGBLOG = list(alpha = 4.44,
                            gamma = 1.11,
                            colsample_bytree = 0.833,
                            min_child_weight = 19,
                            max_depth = 6,
                            subsample = 0.833,
                            outl = 0.92,
                            eta = 0.050
                            ),
              RLM = list(   outl = 0.3),
              RF = list(    outl = 0.2,
                            nodesize = 75,
                            ntree = 150),
              LASSO = list( outl = 0.2)
)

saveRDS(PARAM, "./input/PARAM.RDS")
steinarv/k1 documentation built on Oct. 19, 2017, 4:41 a.m.