ROWRA Model Summary -
Report generated by sto275 on Fri Jul 09 17:56:54 2021
Maps
X:/work/3_Land_suitability/0_Working/Uta/Roper/SGG2b2w.tif
X:/work/3_Land_suitability/0_Working/Uta/Roper/SGG2b2w_Uncert.tif
Model Statistics
Path = X:/work/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.2.b2.w.rds
Type : Classification
Number of trees : 500
Sample size : 1517
Number of independent variables : 40
OOB prediction error : 0.404087013843111
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
2 219 3 29 0 15 1 0 0 16 11 0 0
3 5 13 5 0 7 0 0 0 10 7 0 1
7 60 2 187 0 2 0 0 0 63 16 0 1
8 2 1 12 0 3 0 0 0 2 4 0 2
9 36 0 7 0 74 0 0 0 5 5 0 0
10 0 0 1 0 0 0 0 0 1 0 0 0
11 1 0 5 0 0 0 0 0 9 1 0 0
12 8 1 3 0 3 0 0 0 3 1 0 0
41 30 0 46 0 3 0 0 0 375 2 3 2
42 14 2 29 1 6 0 0 0 25 33 0 2
61 2 0 5 0 0 0 0 0 33 0 1 0
62 1 1 9 0 3 0 0 0 19 5 0 2
Landsat30Bare_1 Clim_minwin Relief_demcrop
0.0590908012 0.0471371325 0.0446654326
Clim_tdayann Clim_TNM Clim_rainsum
0.0390630810 0.0317144634 0.0304113503
Relief_mrvbf_int PM_Gravity Landsat30Bare_2
0.0251994567 0.0238925726 0.0229547520
Clim_varan Relief_focalmedian300m_1s PM_radmap_v4_2019_filtered_pctk_GAPFilled
0.0228402390 0.0207842090 0.0193372459
Landsat30Bare_4 Clim_PTRX Clim_PTA
0.0188826644 0.0184456090 0.0171288747
Clim_ADM PM_Weathering_Index Landsat30Bare_6
0.0168781506 0.0134532169 0.0120177710
Landsat30Bare_5 Veg_FPAR_Mean Relief_slopepct1s
0.0112810013 0.0107039331 0.0104278854
Landsat30Bare_3 PM_radmap_v4_2019_filtered_ppmu_GAPFilled Relief_twi_1s
0.0103927062 0.0089372804 0.0085794496
Relief_mrrtf6g_1s PM_Silica Relief_focalrange300m_1s
0.0083825495 0.0079922784 0.0075863277
Relief_mrrtf6g.a5_1s PM_radmap_v4_2019_filtered_ppmt_GAPFilled Relief_focalrange1000m_1s
0.0067276897 0.0067031378 0.0066372295
Veg_Persistant_green_Veg Veg_FractCover_Mean_BS PM_Magnetics
0.0060584753 0.0058721650 0.0054865805
Veg_FractCover_Mean_PV Soil_Smectite Relief_profile_curvature_1s
0.0054027166 0.0039296151 0.0035590406
Soil_Illite Soil_Kaolinite Relief_aspect_1s
0.0028713403 0.0028409930 0.0005376668
Relief_plan_curvature_1s
0.0003719876