ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 15:34:11 2021
Maps
24 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct4.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct4_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/struct.mod.4.rds
Type : Classification
Number of trees : 500
Sample size : 437
Number of independent variables : 40
OOB prediction error : 0.173913043478261
Class Values
2 3 1 4
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 0 15 0 0
2 0 320 7 0
3 0 42 41 0
4 0 7 5 0
Relief_mrvbf_int PM_Silica
0.0388067204 0.0194691983
Veg_FractCover_Mean_BS Relief_demcrop
0.0164003471 0.0124283377
Relief_focalmedian300m_1s Soil_Smectite
0.0119513607 0.0108485207
Soil_Kaolinite PM_Gravity
0.0092937234 0.0082749941
Relief_mrrtf6g.a5_1s Clim_rainsum
0.0082164042 0.0078906068
Relief_focalrange300m_1s Relief_mrrtf6g_1s
0.0075783865 0.0072944085
Relief_focalrange1000m_1s Landsat30Bare_1
0.0071434166 0.0068851652
Relief_slopepct1s Landsat30Bare_5
0.0066623217 0.0055606991
Landsat30Bare_6 Clim_minwin
0.0055541843 0.0055104543
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Clim_PTRX
0.0050879945 0.0047060672
PM_Weathering_Index Clim_varan
0.0045037426 0.0043602417
Clim_TNM Landsat30Bare_2
0.0042320340 0.0040184783
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Veg_FractCover_Mean_PV
0.0040145766 0.0039531239
Relief_twi_1s Veg_Persistant_green_Veg
0.0037147135 0.0035157158
Landsat30Bare_3 PM_radmap_v4_2019_filtered_pctk_GAPFilled
0.0033232709 0.0032193561
PM_Magnetics Clim_tdayann
0.0031959503 0.0030311651
Clim_PTA Veg_FPAR_Mean
0.0028390738 0.0026765684
Clim_ADM Soil_Illite
0.0025472327 0.0018702414
Landsat30Bare_4 Relief_profile_curvature_1s
0.0017786948 0.0017568802
Relief_plan_curvature_1s Relief_aspect_1s
0.0011453494 0.0006299936