ROWRA Model Summary -

Report generated by sto275 on Tue Mar 23 13:07:28 2021

Maps

21 seconds
21 seconds

Q:/3_Land_suitability/0_Working/Uta/Roper/SGG1.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/SGG1_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.1.rds
Type : Classification
Number of trees : 500
Sample size : 5223
Number of independent variables : 40
OOB prediction error : 0.511583381198545

Class Values
3 12 9 10 1 8 4 2 11 5 7 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   140   15  110    0   19    0    0    0  106   14    0    0
  3     8  213  179    0   26    0    0    0  135   25    0    9
  7    44   54  988    0    4    0    0    0  266   35    0   12
  8     2    4   26    0    2    0    0    0   14    4    0    2
  9    31   37   55    0   71    0    0    0   38    6    0    0
  10    0    0    6    0    0    0    0    0    0    0    0    0
  11    1    1   18    0    0    0    2    0   52    0    0    0
  12    2    6   40    0    2    0    0    0   15    7    0    2
  41   37   27  202    0    2    0    0    0 1025   23    7    4
  42   13   56  219    1    6    0    0    0  173   77    0   10
  61    0    1   33    0    0    0    1    0  124    3    5    4
  62    1   27  155    1    0    0    0    1   87   19    1   30

                         Relief_mrvbf_int                              Clim_rainsum 
                             0.0158929024                              0.0141988200 
                             Clim_tdayann                            Relief_demcrop 
                             0.0136458787                              0.0129375896 
                                 Clim_TNM                                  Clim_ADM 
                             0.0125656055                              0.0123483577 
                               Clim_varan                                  Clim_PTA 
                             0.0122902609                              0.0120329696 
                Relief_focalmedian300m_1s                             Veg_FPAR_Mean 
                             0.0118022968                              0.0115652801 
                              Clim_minwin                                PM_Gravity 
                             0.0115649458                              0.0106340233 
PM_radmap_v4_2019_filtered_pctk_GAPFilled                                 Clim_PTRX 
                             0.0104714309                              0.0103681498 
                      PM_Weathering_Index                           Landsat30Bare_1 
                             0.0099708023                              0.0097259258 
                                PM_Silica                  Relief_focalrange300m_1s 
                             0.0093497644                              0.0084228389 
                     Relief_mrrtf6g.a5_1s                         Relief_mrrtf6g_1s 
                             0.0083145748                              0.0081193402 
                   Veg_FractCover_Mean_PV                 Relief_focalrange1000m_1s 
                             0.0076081939                              0.0075639891 
PM_radmap_v4_2019_filtered_ppmu_GAPFilled                           Landsat30Bare_4 
                             0.0070003391                              0.0067345043 
                          Landsat30Bare_2                             Soil_Smectite 
                             0.0066796512                              0.0061124347 
PM_radmap_v4_2019_filtered_ppmt_GAPFilled                  Veg_Persistant_green_Veg 
                             0.0059302945                              0.0058406563 
                             PM_Magnetics                         Relief_slopepct1s 
                             0.0058393948                              0.0057779140 
                          Landsat30Bare_3                             Relief_twi_1s 
                             0.0057528081                              0.0052111164 
                          Landsat30Bare_5                           Landsat30Bare_6 
                             0.0049358519                              0.0047829481 
                   Veg_FractCover_Mean_BS                            Soil_Kaolinite 
                             0.0047288697                              0.0046894370 
                              Soil_Illite               Relief_profile_curvature_1s 
                             0.0028898386                              0.0019145557 
                         Relief_aspect_1s                  Relief_plan_curvature_1s 
                             0.0006232101                              0.0002740869