ROWRA Model Summary -

Report generated by sto275 on Wed Mar 24 11:45:25 2021

Maps

21 seconds

Q:/3_Land_suitability/0_Working/Uta/Roper/Perm1.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/Perm1_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/perm.mod.1.rds
Type : Classification
Number of trees : 500
Sample size : 3583
Number of independent variables : 40
OOB prediction error : 0.329612056935529

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

Confusion Matrix 
    predicted
true    1    2    3    4
   1    4   23   34    2
   2    1  193  411   18
   3    0   66 1826  152
   4    0    9  465  379

                           Relief_demcrop                          Relief_mrvbf_int 
                             0.0254078892                              0.0203993577 
PM_radmap_v4_2019_filtered_ppmt_GAPFilled                                 PM_Silica 
                             0.0203447662                              0.0193939332 
                                 Clim_TNM PM_radmap_v4_2019_filtered_pctk_GAPFilled 
                             0.0161263616                              0.0157678675 
                             Clim_tdayann PM_radmap_v4_2019_filtered_ppmu_GAPFilled 
                             0.0146709639                              0.0143188731 
                             Clim_rainsum                                Clim_varan 
                             0.0141199770                              0.0138801496 
                                Clim_PTRX                                  Clim_PTA 
                             0.0132773744                              0.0129918768 
                                 Clim_ADM                               Clim_minwin 
                             0.0123822140                              0.0115076916 
                               PM_Gravity                           Landsat30Bare_1 
                             0.0110146607                              0.0104378741 
                Relief_focalmedian300m_1s                            Soil_Kaolinite 
                             0.0086718675                              0.0085952989 
                      PM_Weathering_Index                      Relief_mrrtf6g.a5_1s 
                             0.0085445395                              0.0078433740 
                            Soil_Smectite                             Veg_FPAR_Mean 
                             0.0072653004                              0.0067404220 
                          Landsat30Bare_2                  Relief_focalrange300m_1s 
                             0.0066574249                              0.0060832159 
                        Relief_mrrtf6g_1s                              PM_Magnetics 
                             0.0059326905                              0.0055684177 
                Relief_focalrange1000m_1s                           Landsat30Bare_5 
                             0.0049646175                              0.0049073087 
                          Landsat30Bare_3                           Landsat30Bare_4 
                             0.0048589317                              0.0047910314 
                        Relief_slopepct1s                    Veg_FractCover_Mean_PV 
                             0.0044967064                              0.0043986299 
                 Veg_Persistant_green_Veg                             Relief_twi_1s 
                             0.0039826540                              0.0038258536 
                          Landsat30Bare_6                    Veg_FractCover_Mean_BS 
                             0.0036544264                              0.0032529708 
                              Soil_Illite               Relief_profile_curvature_1s 
                             0.0027342893                              0.0013452467 
                         Relief_aspect_1s                  Relief_plan_curvature_1s 
                             0.0005002250                              0.0004084759