
 ---------------------------- median -----------------------------
                      cr_E     cr_N     cr_S     cr_W   exp    mse_E    mse_N    mse_S    mse_W  range_E  range_N  range_S  range_W  start_cr_E  start_cr_N  start_cr_S  start_cr_W  start_mse_E  start_mse_N  start_mse_S  start_mse_W   cr_avg  mse_avg  range_avg
model                                                                                                                                                                                                                                                               
boot_dqn_bp05_n10  0.33876  0.38218  0.57936  0.55530  49.5  0.06094  0.05517  0.03724  0.04334  0.18563  0.18292  0.35663  0.34535      0.8550      0.8215         0.0         0.0      0.00137      0.00192          0.0          0.0  0.44596  0.05306    0.26875
dqn                0.36150  0.36615  0.53804  0.53616  49.5  0.06258  0.06526  0.05957  0.05879  0.22728  0.22628  0.36756  0.35445      0.8830      0.8430         0.0         0.0      0.00143      0.00270          0.0          0.0  0.45095  0.06937    0.29228
kova               0.22804  0.24579  0.36239  0.35027  49.5  0.00352  0.00275  0.00504  0.00483  0.04364  0.04454  0.08949  0.09307      0.1500      0.0000         0.0         0.0      0.00025      0.00044          0.0          0.0  0.31476  0.00500    0.06965
lktd_pp10000       0.94682  0.94604  0.86754  0.86408  49.5  0.00017  0.00019  0.00263  0.00260  0.30635  0.30428  0.26299  0.26573      0.9490      0.9490         0.0         0.0      0.00003      0.00003          0.0          0.0  0.90178  0.00148    0.28302
lktd_pp2500        0.94448  0.94520  0.82473  0.82454  49.5  0.00027  0.00027  0.00611  0.00591  0.35058  0.35191  0.33584  0.33492      0.9490      0.9490         0.0         0.0      0.00004      0.00003          0.0          0.0  0.87962  0.00331    0.34195
lktd_pp5000        0.94531  0.94493  0.84119  0.85169  49.5  0.00019  0.00019  0.00365  0.00352  0.32090  0.31829  0.28537  0.28681      0.9495      0.9490         0.0         0.0      0.00003      0.00003          0.0          0.0  0.89308  0.00198    0.30443
qrdqn_nq10         0.83462  0.83277  0.89346  0.89257  49.5  0.00460  0.00447  0.00503  0.00459  0.27807  0.27568  0.48237  0.47786      0.9440      0.9430         0.0         0.0      0.00018      0.00021          0.0          0.0  0.85708  0.00482    0.38109
sghmc_pp10000      0.94730  0.94703  0.90160  0.90022  49.5  0.00013  0.00013  0.00147  0.00155  0.32947  0.32773  0.26336  0.26168      0.9500      0.9490         0.0         0.0      0.00003      0.00003          0.0          0.0  0.92219  0.00086    0.29426
sghmc_pp2500       0.94721  0.94644  0.88267  0.87875  49.5  0.00015  0.00015  0.00182  0.00202  0.34135  0.34182  0.25888  0.25880      0.9500      0.9490         0.0         0.0      0.00003      0.00003          0.0          0.0  0.91122  0.00111    0.30020
sghmc_pp5000       0.94729  0.94686  0.89697  0.89353  49.5  0.00014  0.00013  0.00155  0.00161  0.33499  0.33332  0.26135  0.25579      0.9490      0.9490         0.0         0.0      0.00003      0.00004          0.0          0.0  0.91857  0.00090    0.29511
sgld_pp10000       0.94701  0.94732  0.88780  0.88815  49.5  0.00015  0.00016  0.00233  0.00229  0.33436  0.33619  0.28815  0.28535      0.9490      0.9490         0.0         0.0      0.00003      0.00003          0.0          0.0  0.91601  0.00131    0.31135
sgld_pp2500        0.94546  0.94612  0.84858  0.85775  49.5  0.00025  0.00026  0.00577  0.00525  0.38922  0.38878  0.37403  0.37336      0.9490      0.9500         0.0         0.0      0.00003      0.00003          0.0          0.0  0.89574  0.00323    0.38192
sgld_pp5000        0.94707  0.94677  0.88030  0.87152  49.5  0.00018  0.00019  0.00337  0.00339  0.35966  0.35875  0.32339  0.32356      0.9490      0.9495         0.0         0.0      0.00004      0.00004          0.0          0.0  0.90718  0.00184    0.34191
 ---------------------------- cr average ----------------------------
                      cr_E     cr_N     cr_S     cr_W   cr_avg
model                                                         
boot_dqn_bp05_n10  0.37995  0.39634  0.55993  0.55620  0.47310
dqn                0.41132  0.41142  0.54928  0.54993  0.48049
kova               0.24133  0.25709  0.36596  0.36391  0.30707
lktd_pp10000       0.94577  0.94537  0.84839  0.84953  0.89726
lktd_pp2500        0.94419  0.94394  0.80773  0.80604  0.87548
lktd_pp5000        0.94458  0.94440  0.83379  0.83912  0.89047
qrdqn_nq10         0.82210  0.81993  0.88572  0.88767  0.85385
sghmc_pp10000      0.94682  0.94659  0.89262  0.89479  0.92021
sghmc_pp2500       0.94633  0.94578  0.87561  0.86800  0.90893
sghmc_pp5000       0.94704  0.94622  0.88646  0.88593  0.91641
sgld_pp10000       0.94636  0.94648  0.87777  0.87850  0.91228
sgld_pp2500        0.94411  0.94474  0.83750  0.84890  0.89382
sgld_pp5000        0.94589  0.94618  0.86777  0.86156  0.90535
 ----------------------- cr standard deviation -----------------------
                      cr_E     cr_N     cr_S     cr_W   cr_avg
model                                                         
boot_dqn_bp05_n10  0.18066  0.19053  0.18559  0.19015  0.17184
dqn                0.20317  0.19289  0.19873  0.20439  0.18769
kova               0.15194  0.15602  0.18938  0.19925  0.14521
lktd_pp10000       0.01003  0.00979  0.07755  0.07503  0.03331
lktd_pp2500        0.00946  0.01004  0.09336  0.09948  0.03925
lktd_pp5000        0.00952  0.00989  0.07326  0.07140  0.02951
qrdqn_nq10         0.09053  0.08699  0.05406  0.05160  0.05766
sghmc_pp10000      0.00893  0.00874  0.05226  0.04658  0.02120
sghmc_pp2500       0.00890  0.00931  0.05440  0.06129  0.02359
sghmc_pp5000       0.00854  0.00885  0.05815  0.05255  0.02315
sgld_pp10000       0.00878  0.00906  0.05312  0.05480  0.02166
sgld_pp2500        0.01316  0.01141  0.07291  0.06876  0.02713
sgld_pp5000        0.01191  0.00924  0.05777  0.06304  0.02289
 ---------------------------- mse average ----------------------------
                     mse_E    mse_N    mse_S    mse_W  mse_avg
model                                                         
boot_dqn_bp05_n10  0.11200  0.08757  0.05558  0.05474  0.07747
dqn                0.10890  0.08630  0.06375  0.06417  0.08078
kova               0.00584  0.00533  0.00738  0.00827  0.00671
lktd_pp10000       0.00020  0.00022  0.00280  0.00285  0.00152
lktd_pp2500        0.00031  0.00035  0.00673  0.00684  0.00356
lktd_pp5000        0.00023  0.00023  0.00398  0.00367  0.00203
qrdqn_nq10         0.00445  0.00473  0.00515  0.00513  0.00487
sghmc_pp10000      0.00016  0.00016  0.00169  0.00164  0.00091
sghmc_pp2500       0.00020  0.00021  0.00208  0.00226  0.00119
sghmc_pp5000       0.00016  0.00017  0.00173  0.00168  0.00094
sgld_pp10000       0.00019  0.00018  0.00251  0.00248  0.00134
sgld_pp2500        0.00029  0.00031  0.00650  0.00587  0.00324
sgld_pp5000        0.00021  0.00021  0.00359  0.00374  0.00194
 ----------------------- mse standard deviation -----------------------
                     mse_E    mse_N    mse_S    mse_W  mse_avg
model                                                         
boot_dqn_bp05_n10  0.18036  0.14150  0.07395  0.06475  0.09269
dqn                0.14942  0.10870  0.06457  0.07947  0.08057
kova               0.00812  0.00771  0.00809  0.01013  0.00633
lktd_pp10000       0.00012  0.00013  0.00142  0.00148  0.00061
lktd_pp2500        0.00018  0.00026  0.00386  0.00425  0.00161
lktd_pp5000        0.00015  0.00015  0.00207  0.00170  0.00073
qrdqn_nq10         0.00253  0.00310  0.00250  0.00277  0.00230
sghmc_pp10000      0.00010  0.00010  0.00097  0.00084  0.00038
sghmc_pp2500       0.00014  0.00021  0.00106  0.00116  0.00046
sghmc_pp5000       0.00009  0.00011  0.00091  0.00086  0.00037
sgld_pp10000       0.00012  0.00010  0.00118  0.00118  0.00046
sgld_pp2500        0.00016  0.00016  0.00379  0.00327  0.00124
sgld_pp5000        0.00010  0.00013  0.00179  0.00207  0.00069
 ---------------------------- range average ----------------------------
                   range_E  range_N  range_S  range_W  range_avg
model                                                           
boot_dqn_bp05_n10  0.19207  0.18339  0.35767  0.34565    0.26970
dqn                0.23791  0.23736  0.37020  0.35862    0.30102
kova               0.04756  0.04987  0.09489  0.09711    0.07236
lktd_pp10000       0.31259  0.31198  0.27069  0.27277    0.29201
lktd_pp2500        0.35163  0.35271  0.33580  0.33854    0.34467
lktd_pp5000        0.32217  0.32079  0.29182  0.29116    0.30649
qrdqn_nq10         0.27858  0.27707  0.47904  0.48036    0.37876
sghmc_pp10000      0.32756  0.32659  0.26558  0.26393    0.29591
sghmc_pp2500       0.34193  0.34144  0.26215  0.26237    0.30197
sghmc_pp5000       0.33553  0.33586  0.26735  0.26552    0.30106
sgld_pp10000       0.33496  0.33559  0.28758  0.28753    0.31141
sgld_pp2500        0.38984  0.38938  0.37948  0.37813    0.38421
sgld_pp5000        0.35993  0.35930  0.32757  0.32886    0.34391
 ----------------------- range standard deviation -----------------------
                   range_E  range_N  range_S  range_W  range_avg
model                                                           
boot_dqn_bp05_n10  0.04146  0.02263  0.05328  0.05002    0.02666
dqn                0.05742  0.06317  0.06721  0.05649    0.05431
kova               0.02534  0.02886  0.04142  0.04219    0.02912
lktd_pp10000       0.03316  0.03327  0.04648  0.04736    0.03721
lktd_pp2500        0.03169  0.03257  0.03780  0.04439    0.03014
lktd_pp5000        0.03195  0.03223  0.04395  0.03981    0.03305
qrdqn_nq10         0.03255  0.03267  0.05463  0.05524    0.03693
sghmc_pp10000      0.02000  0.01990  0.03854  0.03491    0.02439
sghmc_pp2500       0.02125  0.02140  0.02790  0.02708    0.01999
sghmc_pp5000       0.02439  0.02458  0.03883  0.03817    0.02746
sgld_pp10000       0.02148  0.02167  0.03151  0.03299    0.02102
sgld_pp2500        0.02707  0.02712  0.04389  0.03991    0.02650
sgld_pp5000        0.02893  0.02813  0.03891  0.04076    0.02647