61 coarse predictors, 541 land points
73 features
reduced 5 fold parts
gridpoint      W1   base=0.107 POD=0.558 POFD=0.063 FAR=0.484 FBI=1.081 CSI=0.366
gridpoint      W3   base=0.108 POD=0.211 POFD=0.088 FAR=0.776 FBI=0.942 CSI=0.122
gridpoint      W6   base=0.107 POD=0.181 POFD=0.090 FAR=0.805 FBI=0.929 CSI=0.104
gridpoint      ALL  base=0.107 POD=0.291 POFD=0.081 FAR=0.699 FBI=0.967 CSI=0.174
regional_EHDE  W1   base=0.165 POD=0.631 POFD=0.061 FAR=0.327 FBI=0.937 CSI=0.483
regional_EHDE  W3   base=0.166 POD=0.268 POFD=0.122 FAR=0.696 FBI=0.884 CSI=0.166
regional_EHDE  W6   base=0.166 POD=0.234 POFD=0.128 FAR=0.734 FBI=0.881 CSI=0.142
regional_EHDE  ALL  base=0.165 POD=0.352 POFD=0.108 FAR=0.606 FBI=0.894 CSI=0.228

top features:
  z_st100          0.0944
  lead             0.0942
  doy_sin          0.0899
  doy_cos          0.0813
  sev_ds           0.0458
  z_st20           0.0311
  z_t2m            0.0294
  z_gh500          0.0227
  lat              0.0199
  tx_ds            0.0197
  thr              0.0187
  z_gh700          0.0181
  z_u500           0.0173
  z_v500           0.0150
  z_t500           0.0150
  z_t850           0.0150
  z_sm100          0.0135
  z_sm20           0.0124
  z_gh850          0.0113
  z_thk1000_850    0.0110
wrote outputs/downscale/ehd_full_mn.json