ROWRA Model Summary -
Report generated by sto275 on Tue Apr 13 17:30:41 2021
Maps
24 seconds
24 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Text1w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Text1w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/text.mod.1w.rds
Type : Classification
Number of trees : 500
Sample size : 4429
Number of independent variables : 40
OOB prediction error : 0.245202077218334
Class Values
1 4 2 3
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 2666 164 5 19
2 529 473 3 54
3 31 24 3 11
4 129 115 2 201
PM_radmap_v4_2019_filtered_pctk_GAPFilled PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_Silica
0.0463148523 0.0371814077 0.0265690870
Relief_mrvbf_int PM_Weathering_Index PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0222169906 0.0203285918 0.0192469582
Relief_demcrop Clim_tdayann Clim_PTA
0.0153446554 0.0147993101 0.0145471210
Veg_FPAR_Mean Clim_TNM Clim_ADM
0.0144080691 0.0134845413 0.0131716333
Clim_rainsum Clim_varan Clim_PTRX
0.0129870452 0.0126364780 0.0126269681
Landsat30Bare_1 Clim_minwin Relief_focalmedian300m_1s
0.0112573870 0.0110052326 0.0106765273
PM_Gravity Soil_Smectite Relief_mrrtf6g.a5_1s
0.0090270413 0.0081115322 0.0079709503
Soil_Kaolinite Relief_focalrange300m_1s Relief_mrrtf6g_1s
0.0079468370 0.0074188645 0.0074073828
Veg_FractCover_Mean_PV Landsat30Bare_5 Landsat30Bare_2
0.0068194652 0.0066241651 0.0062492715
Relief_focalrange1000m_1s Relief_twi_1s Veg_Persistant_green_Veg
0.0060181625 0.0058885179 0.0055830726
Landsat30Bare_4 Veg_FractCover_Mean_BS PM_Magnetics
0.0053617077 0.0052999422 0.0052664655
Landsat30Bare_3 Landsat30Bare_6 Relief_slopepct1s
0.0047112391 0.0040166663 0.0034933353
Soil_Illite Relief_profile_curvature_1s Relief_plan_curvature_1s
0.0033462125 0.0012076275 0.0007894619
Relief_aspect_1s
0.0005340027