ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 11:49:52 2021
Maps
21 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Drain3.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Drain3_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/drain.mod.3.rds
Type : Classification
Number of trees : 500
Sample size : 2739
Number of independent variables : 40
OOB prediction error : 0.432639649507119
Class Values
5 4 3 6 2 1
Class Levels :
1 2 3 4 5 6
Confusion Matrix
predicted
true 1 2 3 4 5 6
1 0 3 2 1 5 2
2 0 116 56 29 63 2
3 1 22 232 115 110 1
4 0 17 116 222 314 3
5 1 24 54 87 976 6
6 0 4 7 15 125 8
Landsat30Bare_1 Relief_mrvbf_int
5.070053e-02 2.229745e-02
Landsat30Bare_2 Veg_FPAR_Mean
1.947109e-02 1.692287e-02
Relief_demcrop Clim_rainsum
1.465553e-02 1.179138e-02
Relief_focalmedian300m_1s Landsat30Bare_4
1.111251e-02 1.101995e-02
Landsat30Bare_3 PM_radmap_v4_2019_filtered_ppmt_GAPFilled
8.774163e-03 8.462611e-03
Clim_PTA Clim_varan
8.365218e-03 8.341608e-03
Clim_ADM Landsat30Bare_5
8.142854e-03 8.065557e-03
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Clim_TNM
7.401093e-03 7.318645e-03
PM_Gravity Veg_Persistant_green_Veg
7.277910e-03 7.143139e-03
PM_Silica Clim_tdayann
7.105959e-03 6.636165e-03
PM_Weathering_Index Relief_twi_1s
6.454518e-03 6.423012e-03
Landsat30Bare_6 PM_radmap_v4_2019_filtered_pctk_GAPFilled
6.395332e-03 6.316944e-03
Relief_mrrtf6g.a5_1s Relief_mrrtf6g_1s
6.091579e-03 6.017891e-03
Relief_focalrange300m_1s PM_Magnetics
5.685091e-03 5.656612e-03
Veg_FractCover_Mean_PV Clim_minwin
5.642191e-03 5.543483e-03
Clim_PTRX Relief_focalrange1000m_1s
5.227412e-03 4.637501e-03
Soil_Smectite Veg_FractCover_Mean_BS
4.367695e-03 4.354491e-03
Relief_slopepct1s Soil_Kaolinite
4.270063e-03 2.465271e-03
Soil_Illite Relief_profile_curvature_1s
1.593870e-03 1.341611e-03
Relief_aspect_1s Relief_plan_curvature_1s
1.277779e-04 -4.805623e-05