ROWRA Model Summary -

Report generated by sto275 on Tue Apr 13 15:32:33 2021

Maps

27 seconds
26 seconds

Q:/3_Land_suitability/0_Working/Uta/Roper/SGG2b1.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/SGG2b1_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.2.b1.rds
Type : Classification
Number of trees : 500
Sample size : 1510
Number of independent variables : 40
OOB prediction error : 0.390066225165563

Class Values
10 9 5 12 8 7 3 1 2 11 4 6
Class Levels : 
2 3 7 8 9 10 11 12 41 42 61 62

Confusion Matrix 
    predicted
true   2   3   7   8   9  10  11  12  41  42  61  62
  2  221   4  27   1  16   0   0   0  14   8   0   0
  3    5  12   5   0   8   0   0   0  10   5   0   1
  7   58   1 192   1   4   0   0   0  57  16   0   2
  8    2   1  11   0   4   0   0   0   2   4   0   2
  9   33   0   3   0  77   0   0   0   5   8   0   0
  10   1   0   0   0   0   0   0   0   1   0   0   0
  11   1   0   3   0   0   0   0   0  11   1   0   0
  12   8   1   2   0   3   0   0   0   3   2   0   0
  41  27   0  43   0   2   0   1   0 377   6   3   2
  42  14   0  28   0   6   0   0   0  23  38   0   2
  61   0   0   5   0   0   0   0   0  34   1   1   0
  62   1   1  10   0   2   0   0   0  19   4   0   3

                          Landsat30Bare_1                            Relief_demcrop                               Clim_minwin 
                             5.896161e-02                              4.395059e-02                              4.092273e-02 
                             Clim_tdayann                                  Clim_TNM                              Clim_rainsum 
                             3.696712e-02                              3.686087e-02                              3.405948e-02 
                Relief_focalmedian300m_1s                          Relief_mrvbf_int                                PM_Gravity 
                             2.301918e-02                              2.282062e-02                              2.198457e-02 
                          Landsat30Bare_2                                Clim_varan                                 Clim_PTRX 
                             2.145095e-02                              2.138445e-02                              2.032417e-02 
                          Landsat30Bare_4                                  Clim_PTA PM_radmap_v4_2019_filtered_pctk_GAPFilled 
                             1.972968e-02                              1.869250e-02                              1.814476e-02 
                                 Clim_ADM                       PM_Weathering_Index                           Landsat30Bare_6 
                             1.743367e-02                              1.400571e-02                              1.227125e-02 
                          Landsat30Bare_5                           Landsat30Bare_3                             Veg_FPAR_Mean 
                             1.161028e-02                              1.102018e-02                              1.078073e-02 
                        Relief_slopepct1s PM_radmap_v4_2019_filtered_ppmu_GAPFilled                                 PM_Silica 
                             1.011669e-02                              9.328869e-03                              8.539021e-03 
                        Relief_mrrtf6g_1s                  Relief_focalrange300m_1s                             Relief_twi_1s 
                             8.494659e-03                              7.967499e-03                              7.601242e-03 
                 Veg_Persistant_green_Veg PM_radmap_v4_2019_filtered_ppmt_GAPFilled                 Relief_focalrange1000m_1s 
                             6.806041e-03                              6.233430e-03                              6.063061e-03 
                   Veg_FractCover_Mean_BS                      Relief_mrrtf6g.a5_1s                              PM_Magnetics 
                             5.891369e-03                              5.451661e-03                              5.404907e-03 
                   Veg_FractCover_Mean_PV                             Soil_Smectite               Relief_profile_curvature_1s 
                             5.055024e-03                              4.609048e-03                              3.209269e-03 
                           Soil_Kaolinite                               Soil_Illite                  Relief_plan_curvature_1s 
                             2.772786e-03                              2.560335e-03                              2.223907e-04 
                         Relief_aspect_1s 
                            -3.940008e-05