ROWRA Model Summary -

Report generated by sto275 on Wed Mar 24 13:54:05 2021

Maps

24 seconds

Q:/3_Land_suitability/0_Working/Uta/Roper/Cond2.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/Cond2_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cond.mod.2.rds
Type : Classification
Number of trees : 500
Sample size : 1469
Number of independent variables : 40
OOB prediction error : 0.165418652144316

Class Values
3 2 1 5 4
Class Levels : 
1 2 3 4 5

Confusion Matrix 
    predicted
true    1    2    3    4    5
   1   14    1   41    0    8
   2    1   29  113    0    0
   3    2    8 1173    0    4
   4    0    0    3    0    0
   5    5    0   57    0   10

                           Relief_demcrop PM_radmap_v4_2019_filtered_pctk_GAPFilled 
                             0.0255926759                              0.0149425033 
                               Clim_varan                          Relief_mrvbf_int 
                             0.0142144591                              0.0140708122 
PM_radmap_v4_2019_filtered_ppmt_GAPFilled                             Soil_Smectite 
                             0.0132992439                              0.0128692396 
PM_radmap_v4_2019_filtered_ppmu_GAPFilled                                 PM_Silica 
                             0.0127994321                              0.0117413331 
                             Clim_tdayann                                 Clim_PTRX 
                             0.0117328841                              0.0109384981 
                          Landsat30Bare_1                              Clim_rainsum 
                             0.0101322509                              0.0101141568 
                              Clim_minwin                                  Clim_PTA 
                             0.0097882050                              0.0096133939 
                                 Clim_TNM                             Veg_FPAR_Mean 
                             0.0094038894                              0.0093997827 
                      PM_Weathering_Index                                PM_Gravity 
                             0.0086857608                              0.0078339565 
                           Soil_Kaolinite                                  Clim_ADM 
                             0.0077674535                              0.0075552428 
                          Landsat30Bare_2                           Landsat30Bare_4 
                             0.0072985125                              0.0069897033 
                     Relief_mrrtf6g.a5_1s                 Relief_focalmedian300m_1s 
                             0.0069766661                              0.0061304501 
                          Landsat30Bare_5                               Soil_Illite 
                             0.0050413037                              0.0049716768 
                          Landsat30Bare_6                         Relief_mrrtf6g_1s 
                             0.0048785543                              0.0042734383 
                   Veg_FractCover_Mean_BS                  Relief_focalrange300m_1s 
                             0.0042699664                              0.0042408905 
                Relief_focalrange1000m_1s                           Landsat30Bare_3 
                             0.0040974682                              0.0040129770 
                        Relief_slopepct1s                              PM_Magnetics 
                             0.0038757715                              0.0035098121 
                   Veg_FractCover_Mean_PV                  Veg_Persistant_green_Veg 
                             0.0025403459                              0.0025035903 
                            Relief_twi_1s               Relief_profile_curvature_1s 
                             0.0020554978                              0.0012310795 
                 Relief_plan_curvature_1s                          Relief_aspect_1s 
                             0.0011387436                              0.0008493565