ROWRA Model Summary -

Report generated by sto275 on Wed Mar 24 14:15:32 2021

Maps

20 seconds

Q:/3_Land_suitability/0_Working/Uta/Roper/Struct2.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/Struct2_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/struct.mod.2.rds
Type : Classification
Number of trees : 500
Sample size : 1458
Number of independent variables : 40
OOB prediction error : 0.12962962962963

Class Values
2 3 4 1
Class Levels : 
1 2 3 4

Confusion Matrix 
    predicted
true    1    2    3    4
   1    0   23    1    0
   2    0 1216   12    1
   3    0  111   52    0
   4    0   36    5    1

                           Relief_demcrop                               Clim_minwin 
                             0.0375672736                              0.0252979405 
PM_radmap_v4_2019_filtered_pctk_GAPFilled                                PM_Gravity 
                             0.0207629229                              0.0200412450 
                         Relief_mrvbf_int                                  Clim_TNM 
                             0.0188971806                              0.0163108280 
                      PM_Weathering_Index                                 PM_Silica 
                             0.0162812978                              0.0141618510 
                          Landsat30Bare_1                           Landsat30Bare_5 
                             0.0139337010                              0.0109978148 
                          Landsat30Bare_2                      Relief_mrrtf6g.a5_1s 
                             0.0105259863                              0.0096205975 
                                Clim_PTRX                              Clim_rainsum 
                             0.0096102224                              0.0082832189 
                          Landsat30Bare_6                 Relief_focalmedian300m_1s 
                             0.0081530238                              0.0072934709 
                             Clim_tdayann                           Landsat30Bare_3 
                             0.0072647388                              0.0064988439 
                            Veg_FPAR_Mean                             Soil_Smectite 
                             0.0064859997                              0.0054637435 
                          Landsat30Bare_4                                Clim_varan 
                             0.0053218995                              0.0051954378 
                Relief_focalrange1000m_1s                                  Clim_PTA 
                             0.0049190892                              0.0049114808 
                        Relief_slopepct1s                         Relief_mrrtf6g_1s 
                             0.0044362687                              0.0043938000 
                           Soil_Kaolinite PM_radmap_v4_2019_filtered_ppmu_GAPFilled 
                             0.0043543773                              0.0041772596 
                 Relief_focalrange300m_1s                              PM_Magnetics 
                             0.0040895617                              0.0037008570 
                                 Clim_ADM                    Veg_FractCover_Mean_BS 
                             0.0034828652                              0.0032496976 
                            Relief_twi_1s PM_radmap_v4_2019_filtered_ppmt_GAPFilled 
                             0.0028907071                              0.0028362588 
                 Veg_Persistant_green_Veg                               Soil_Illite 
                             0.0022833521                              0.0016839981 
                   Veg_FractCover_Mean_PV               Relief_profile_curvature_1s 
                             0.0016672108                              0.0006608356 
                 Relief_plan_curvature_1s                          Relief_aspect_1s 
                             0.0003845175                              0.0002565178