ROWRA Model Summary -
Report generated by sto275 on Tue Mar 23 13:49:04 2021
Maps
22 seconds
22 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/SGG3.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/SGG3_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.3.rds
Type : Classification
Number of trees : 500
Sample size : 2789
Number of independent variables : 40
OOB prediction error : 0.465399784869129
Class Values
12 9 10 3 1 8 4 11 2 5 7 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
2 214 11 73 0 19 0 0 0 26 19 0 1
3 4 106 82 0 15 0 0 0 10 15 0 11
7 58 40 565 0 6 0 1 0 77 27 0 21
8 5 5 23 0 1 0 0 0 3 5 0 3
9 42 12 18 0 74 0 0 0 2 7 0 0
10 0 0 2 0 0 0 0 0 1 0 0 1
11 1 0 13 0 0 0 0 0 12 1 0 0
12 8 2 18 0 3 0 0 0 2 6 0 3
41 29 9 106 0 1 0 0 1 429 16 3 6
42 19 26 109 0 10 0 0 0 35 69 0 11
61 0 0 20 0 0 0 0 0 41 1 1 7
62 1 16 71 0 0 0 0 0 31 13 1 33
Relief_focalmedian300m_1s Landsat30Bare_1
0.0513988599 0.0454290911
PM_Gravity Relief_demcrop
0.0444562560 0.0273202784
Clim_tdayann Clim_rainsum
0.0240382883 0.0182615635
Clim_TNM PM_radmap_v4_2019_filtered_pctk_GAPFilled
0.0182329741 0.0162654725
Landsat30Bare_4 Clim_varan
0.0161935999 0.0161376538
Relief_mrvbf_int Clim_PTRX
0.0155530351 0.0147690619
Clim_ADM Relief_focalrange300m_1s
0.0147327855 0.0139360626
Relief_twi_1s Clim_PTA
0.0138947045 0.0130796786
Relief_mrrtf6g_1s Relief_slopepct1s
0.0129118450 0.0128754413
Relief_focalrange1000m_1s Landsat30Bare_2
0.0119190909 0.0119171855
PM_Weathering_Index PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0115742608 0.0099214785
Clim_minwin Veg_FPAR_Mean
0.0092158729 0.0086612372
Landsat30Bare_5 Relief_mrrtf6g.a5_1s
0.0084243061 0.0083888254
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Soil_Smectite
0.0081427401 0.0074317825
Landsat30Bare_3 Landsat30Bare_6
0.0073350195 0.0067532871
PM_Silica PM_Magnetics
0.0061198690 0.0054491627
Veg_Persistant_green_Veg Veg_FractCover_Mean_PV
0.0038274681 0.0037164797
Relief_profile_curvature_1s Soil_Kaolinite
0.0035616889 0.0035288146
Soil_Illite Veg_FractCover_Mean_BS
0.0033526463 0.0030841306
Relief_plan_curvature_1s Relief_aspect_1s
0.0007490837 0.0001815153