ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 12:01:46 2021
Maps
22 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Perm4.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Perm4_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/perm.mod.4.rds
Type : Classification
Number of trees : 500
Sample size : 445
Number of independent variables : 40
OOB prediction error : 0.334831460674157
Class Values
3 1 2 4
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 0 11 4 0
2 1 102 41 3
3 0 24 184 9
4 0 1 55 10
Clim_TNM Relief_demcrop
0.0208620185 0.0206965321
Clim_minwin Clim_rainsum
0.0146917069 0.0124740761
Relief_focalmedian300m_1s PM_Gravity
0.0104649177 0.0093518721
Relief_focalrange300m_1s Landsat30Bare_2
0.0093031249 0.0089463761
Clim_varan PM_Magnetics
0.0086808854 0.0082946420
Relief_slopepct1s Landsat30Bare_1
0.0082035470 0.0079297191
Relief_mrrtf6g_1s Veg_FPAR_Mean
0.0079186785 0.0072656376
PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_radmap_v4_2019_filtered_pctk_GAPFilled
0.0071767803 0.0069480794
Clim_ADM PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0068052154 0.0065601502
Relief_mrvbf_int Clim_PTA
0.0063701916 0.0059305830
Soil_Smectite Soil_Kaolinite
0.0055162178 0.0054813459
Relief_focalrange1000m_1s Landsat30Bare_6
0.0052584736 0.0049806942
Clim_PTRX PM_Weathering_Index
0.0046948264 0.0046705410
Landsat30Bare_3 Clim_tdayann
0.0037639971 0.0037513835
Relief_twi_1s Veg_FractCover_Mean_BS
0.0036411586 0.0035083539
Veg_FractCover_Mean_PV Landsat30Bare_4
0.0034927846 0.0033949422
PM_Silica Landsat30Bare_5
0.0030850384 0.0028843932
Relief_mrrtf6g.a5_1s Relief_profile_curvature_1s
0.0026113370 0.0023689596
Veg_Persistant_green_Veg Soil_Illite
0.0019527402 0.0013869851
Relief_plan_curvature_1s Relief_aspect_1s
0.0005839289 0.0003644175