ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 11:59:43 2021
Maps
22 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Perm3.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Perm3_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/perm.mod.3.rds
Type : Classification
Number of trees : 500
Sample size : 2677
Number of independent variables : 40
OOB prediction error : 0.292865147553231
Class Values
4 3 2 1
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 6 14 18 1
2 1 177 256 16
3 0 60 1462 100
4 0 4 314 248
Relief_demcrop PM_Silica
4.179184e-02 2.196032e-02
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Relief_mrvbf_int
2.129268e-02 1.938489e-02
Clim_PTRX Landsat30Bare_1
1.793100e-02 1.765931e-02
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Clim_TNM
1.571670e-02 1.374435e-02
PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_rainsum
1.364861e-02 1.236014e-02
Clim_tdayann Clim_minwin
1.211077e-02 1.203521e-02
Clim_PTA Clim_varan
1.193873e-02 1.184920e-02
Relief_focalmedian300m_1s PM_Gravity
1.090567e-02 1.030759e-02
PM_Weathering_Index Clim_ADM
9.803426e-03 9.740418e-03
Landsat30Bare_2 Relief_mrrtf6g.a5_1s
7.639288e-03 7.527091e-03
Soil_Smectite Soil_Kaolinite
7.397720e-03 7.187054e-03
Relief_mrrtf6g_1s Veg_FPAR_Mean
7.000870e-03 6.897908e-03
Relief_focalrange1000m_1s PM_Magnetics
6.462872e-03 6.264969e-03
Relief_focalrange300m_1s Landsat30Bare_3
6.075550e-03 5.374898e-03
Landsat30Bare_4 Relief_slopepct1s
5.338772e-03 4.969023e-03
Relief_twi_1s Veg_FractCover_Mean_PV
4.392606e-03 4.224972e-03
Landsat30Bare_5 Veg_Persistant_green_Veg
4.062547e-03 3.698000e-03
Landsat30Bare_6 Veg_FractCover_Mean_BS
3.506829e-03 2.681412e-03
Relief_profile_curvature_1s Soil_Illite
2.540130e-03 2.377398e-03
Relief_plan_curvature_1s Relief_aspect_1s
3.180338e-04 -2.050902e-05