ROWRA Model Summary -

Report generated by sto275 on Wed Mar 24 13:50:24 2021

Maps

24 seconds

Q:/3_Land_suitability/0_Working/Uta/Roper/Cond1.tif

Q:/3_Land_suitability/0_Working/Uta/Roper/Cond1_Uncert.tif

Model Statistics

Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cond.mod.1.rds
Type : Classification
Number of trees : 500
Sample size : 4366
Number of independent variables : 40
OOB prediction error : 0.253092075125973

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

Confusion Matrix 
    predicted
true    1    2    3    4    5
   1   23    1  124    0   33
   2    1  275  460    2    1
   3    4   84 2893    1   15
   4    0    4  135   16    2
   5   16    2  219    1   54

PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_radmap_v4_2019_filtered_ppmu_GAPFilled 
                             0.0260925168                              0.0225254232 
                         Relief_mrvbf_int                                 PM_Silica 
                             0.0219074542                              0.0208060733 
                           Relief_demcrop                                 Clim_PTRX 
                             0.0182878538                              0.0171525520 
                             Clim_rainsum                                  Clim_ADM 
                             0.0164395027                              0.0154896380 
PM_radmap_v4_2019_filtered_pctk_GAPFilled                                  Clim_PTA 
                             0.0150464982                              0.0148388124 
                                 Clim_TNM                              Clim_tdayann 
                             0.0148108679                              0.0146187614 
                               Clim_varan                             Soil_Smectite 
                             0.0136920436                              0.0135266383 
                           Soil_Kaolinite                               Clim_minwin 
                             0.0128166863                              0.0114068504 
                               PM_Gravity                           Landsat30Bare_1 
                             0.0109016961                              0.0101537105 
                            Veg_FPAR_Mean                       PM_Weathering_Index 
                             0.0099707324                              0.0096791534 
                Relief_focalmedian300m_1s                    Veg_FractCover_Mean_BS 
                             0.0096511483                              0.0092159565 
                        Relief_mrrtf6g_1s                  Relief_focalrange300m_1s 
                             0.0072183327                              0.0067465174 
                          Landsat30Bare_2                 Relief_focalrange1000m_1s 
                             0.0065244539                              0.0063390392 
                     Relief_mrrtf6g.a5_1s                           Landsat30Bare_5 
                             0.0057515447                              0.0055047463 
                          Landsat30Bare_4                           Landsat30Bare_6 
                             0.0054461951                              0.0053700623 
                          Landsat30Bare_3                    Veg_FractCover_Mean_PV 
                             0.0053382540                              0.0053378234 
                        Relief_slopepct1s                               Soil_Illite 
                             0.0051950652                              0.0044493621 
                            Relief_twi_1s                              PM_Magnetics 
                             0.0043281413                              0.0043170523 
                 Veg_Persistant_green_Veg               Relief_profile_curvature_1s 
                             0.0038883061                              0.0011201019 
                         Relief_aspect_1s                  Relief_plan_curvature_1s 
                             0.0006474095                              0.0004324996