ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 14:08:04 2021
Maps
20 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct1w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct1w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/struct.mod.1w.rds
Type : Classification
Number of trees : 500
Sample size : 4056
Number of independent variables : 40
OOB prediction error : 0.109467455621302
Class Values
2 3 1 4
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 148 148 1 1
2 78 3411 25 4
3 0 133 49 1
4 1 38 14 4
Clim_rainsum Relief_demcrop
1.541645e-02 1.404967e-02
Clim_ADM Clim_PTA
1.275548e-02 1.238343e-02
Clim_minwin Clim_TNM
1.220876e-02 9.950009e-03
Clim_tdayann PM_Gravity
9.439205e-03 9.100557e-03
Clim_varan PM_Weathering_Index
8.939288e-03 7.174676e-03
Clim_PTRX Veg_FPAR_Mean
7.168649e-03 7.111149e-03
Landsat30Bare_1 PM_radmap_v4_2019_filtered_pctk_GAPFilled
6.430702e-03 6.206630e-03
Landsat30Bare_5 Relief_mrrtf6g.a5_1s
6.009900e-03 5.887621e-03
Landsat30Bare_6 PM_radmap_v4_2019_filtered_ppmt_GAPFilled
5.829995e-03 5.421741e-03
Landsat30Bare_2 Relief_focalrange1000m_1s
5.164101e-03 5.098073e-03
PM_Silica Relief_mrvbf_int
5.092426e-03 4.915522e-03
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Landsat30Bare_4
4.449094e-03 3.947431e-03
Landsat30Bare_3 Veg_FractCover_Mean_BS
3.725769e-03 3.403625e-03
Relief_focalmedian300m_1s PM_Magnetics
3.117853e-03 3.097613e-03
Veg_FractCover_Mean_PV Relief_mrrtf6g_1s
2.936416e-03 2.618255e-03
Veg_Persistant_green_Veg Soil_Illite
2.614733e-03 2.085634e-03
Soil_Kaolinite Relief_focalrange300m_1s
2.020904e-03 1.959317e-03
Relief_slopepct1s Soil_Smectite
1.902620e-03 1.828273e-03
Relief_twi_1s Relief_profile_curvature_1s
1.030112e-03 4.834519e-04
Relief_aspect_1s Relief_plan_curvature_1s
1.739884e-04 1.341134e-05