ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 16:58:36 2021
Maps
25 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct4w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct4w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/struct.mod.4w.rds
Type : Classification
Number of trees : 500
Sample size : 437
Number of independent variables : 40
OOB prediction error : 0.189931350114416
Class Values
2 3 1 4
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 1 14 0 0
2 1 297 26 3
3 0 27 55 1
4 0 5 6 1
Relief_mrvbf_int PM_Silica
1.935102e-02 1.165493e-02
Veg_FractCover_Mean_BS Relief_mrrtf6g.a5_1s
1.127411e-02 9.871984e-03
Relief_demcrop PM_Gravity
7.449598e-03 7.397088e-03
Relief_focalmedian300m_1s Clim_minwin
6.912556e-03 6.330809e-03
Relief_focalrange1000m_1s Soil_Smectite
5.446898e-03 5.321342e-03
Landsat30Bare_1 Landsat30Bare_6
5.121427e-03 4.977728e-03
Clim_rainsum Clim_TNM
4.966324e-03 4.747753e-03
Landsat30Bare_5 Veg_Persistant_green_Veg
4.604276e-03 4.143440e-03
PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_Weathering_Index
3.841779e-03 3.746478e-03
Clim_PTRX Clim_varan
3.536779e-03 3.388371e-03
Soil_Kaolinite PM_radmap_v4_2019_filtered_pctk_GAPFilled
3.326368e-03 3.216976e-03
Veg_FractCover_Mean_PV Landsat30Bare_3
3.190327e-03 3.042932e-03
Relief_focalrange300m_1s Clim_tdayann
3.028798e-03 2.791726e-03
PM_Magnetics PM_radmap_v4_2019_filtered_ppmu_GAPFilled
2.782203e-03 2.588695e-03
Clim_PTA Veg_FPAR_Mean
2.574245e-03 2.514810e-03
Landsat30Bare_2 Relief_twi_1s
2.489696e-03 2.320455e-03
Clim_ADM Relief_mrrtf6g_1s
2.194091e-03 2.108359e-03
Soil_Illite Landsat30Bare_4
1.976534e-03 1.456049e-03
Relief_plan_curvature_1s Relief_slopepct1s
1.069085e-03 3.889512e-04
Relief_aspect_1s Relief_profile_curvature_1s
1.650329e-05 -1.170302e-03