ROWRA Model Summary -
Report generated by sto275 on Fri Jul 09 17:40:11 2021
Maps
X:/work/3_Land_suitability/0_Working/Uta/Roper/SGG2b2.tif
X:/work/3_Land_suitability/0_Working/Uta/Roper/SGG2b2_Uncert.tif
Model Statistics
Path = X:/work/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.2.b2.rds
Type : Classification
Number of trees : 500
Sample size : 1517
Number of independent variables : 40
OOB prediction error : 0.388266315095583
Class Values
10 9 5 12 8 7 3 1 2 11 4 6
Class Levels :
2 3 7 8 9 10 11 12 41 42 61 62
Confusion Matrix
predicted
true 2 3 7 8 9 10 11 12 41 42 61 62
2 224 4 26 0 17 0 0 0 15 8 0 0
3 5 17 3 0 6 0 0 0 10 5 1 1
7 59 2 186 1 4 0 0 0 61 15 1 2
8 5 1 11 0 3 0 0 0 2 2 0 2
9 35 1 3 0 77 0 0 0 5 6 0 0
10 0 0 1 0 0 0 0 0 1 0 0 0
11 1 1 3 0 0 0 0 0 10 1 0 0
12 8 1 3 0 3 0 0 0 3 1 0 0
41 27 0 39 0 1 0 0 1 382 4 3 4
42 13 0 29 1 7 0 0 0 20 40 0 2
61 2 0 5 0 0 0 0 0 33 0 1 0
62 1 1 10 0 1 0 0 0 20 6 0 1
Landsat30Bare_1 Clim_minwin Relief_demcrop
0.0587743348 0.0426275791 0.0412999117
Clim_tdayann Clim_TNM Clim_rainsum
0.0353042125 0.0350887751 0.0334726649
Clim_varan PM_Gravity Relief_mrvbf_int
0.0245109828 0.0244684632 0.0241916149
Landsat30Bare_2 Relief_focalmedian300m_1s Landsat30Bare_4
0.0222428352 0.0213155833 0.0203382843
Clim_PTRX PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_ADM
0.0198735900 0.0187471734 0.0168206579
Clim_PTA PM_Weathering_Index Landsat30Bare_6
0.0160435082 0.0138733261 0.0126586273
Veg_FPAR_Mean Landsat30Bare_5 Relief_slopepct1s
0.0116736226 0.0114197202 0.0105404034
Landsat30Bare_3 PM_radmap_v4_2019_filtered_ppmu_GAPFilled Relief_focalrange300m_1s
0.0101856961 0.0093952711 0.0091796471
Relief_mrrtf6g_1s PM_Silica Relief_focalrange1000m_1s
0.0077743307 0.0076974953 0.0070614784
Relief_twi_1s Relief_mrrtf6g.a5_1s Veg_Persistant_green_Veg
0.0070448213 0.0069548327 0.0062726587
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Veg_FractCover_Mean_BS Veg_FractCover_Mean_PV
0.0061988501 0.0055138928 0.0051557961
PM_Magnetics Soil_Smectite Soil_Illite
0.0048648686 0.0047504980 0.0030721814
Relief_profile_curvature_1s Soil_Kaolinite Relief_aspect_1s
0.0030317110 0.0024227175 0.0005768617
Relief_plan_curvature_1s
0.0003723680