ROWRA Model Summary -
Report generated by sto275 on Tue Mar 23 13:01:05 2021
Maps
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Q:/3_Land_suitability/0_Working/Uta/Roper/SGG2w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/SGG2w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.2w.rds
Type : Classification
Number of trees : 500
Sample size : 1485
Number of independent variables : 40
OOB prediction error : 0.409427609427609
Class Values
10 9 2 5 12 8 7 3 1 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
2 230 2 26 0 19 1 0 0 17 11 0 0
3 4 15 7 0 7 0 0 0 11 6 0 0
7 61 1 159 1 1 0 0 0 65 15 0 1
8 7 1 9 0 1 0 0 0 3 3 0 2
9 36 1 4 0 60 0 0 0 4 3 0 0
10 1 0 0 0 0 0 0 0 1 0 0 0
11 1 0 3 0 0 0 0 0 10 2 0 0
12 8 1 2 0 3 0 0 0 3 2 0 0
41 27 0 44 0 2 0 0 1 379 3 3 2
42 19 4 25 0 4 0 0 0 27 31 0 2
61 1 0 5 0 0 0 0 0 34 0 1 0
62 1 2 9 0 1 0 0 0 22 3 0 2
Landsat30Bare_1 Clim_minwin
0.0481137268 0.0428099686
Relief_demcrop Clim_tdayann
0.0378069546 0.0347550681
Clim_rainsum Clim_TNM
0.0318006923 0.0315849580
Clim_varan PM_Gravity
0.0229593584 0.0210935964
Landsat30Bare_2 Relief_mrvbf_int
0.0209271511 0.0207804553
Clim_ADM Clim_PTRX
0.0206365550 0.0204908494
PM_radmap_v4_2019_filtered_pctk_GAPFilled Relief_focalmedian300m_1s
0.0194408199 0.0182677846
Clim_PTA PM_Weathering_Index
0.0153055696 0.0145725676
Landsat30Bare_4 Veg_FPAR_Mean
0.0114905848 0.0109311302
Relief_slopepct1s PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0096808955 0.0090650420
Relief_focalrange300m_1s Landsat30Bare_5
0.0089256194 0.0088419562
Relief_mrrtf6g_1s Landsat30Bare_3
0.0080821917 0.0080539838
Landsat30Bare_6 Relief_focalrange1000m_1s
0.0080348638 0.0079383256
PM_Silica Relief_twi_1s
0.0073872212 0.0070474038
Relief_mrrtf6g.a5_1s Veg_Persistant_green_Veg
0.0067970405 0.0067123359
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Veg_FractCover_Mean_BS
0.0058358120 0.0049376783
Veg_FractCover_Mean_PV PM_Magnetics
0.0048401142 0.0041179774
Soil_Smectite Relief_profile_curvature_1s
0.0041145116 0.0026938343
Soil_Kaolinite Soil_Illite
0.0025992816 0.0022609548
Relief_plan_curvature_1s Relief_aspect_1s
0.0002129933 -0.0002423852