ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 13:56:33 2021
Maps
20 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond3.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond3_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cond.mod.3.rds
Type : Classification
Number of trees : 500
Sample size : 2707
Number of independent variables : 40
OOB prediction error : 0.219431104543775
Class Values
3 2 5 1 4
Class Levels :
1 2 3 4 5
Confusion Matrix
predicted
true 1 2 3 4 5
1 15 1 82 0 16
2 1 143 298 0 2
3 1 54 1933 0 10
4 0 0 12 0 0
5 8 1 108 0 22
PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_radmap_v4_2019_filtered_pctk_GAPFilled
0.0211713852 0.0173616999
Clim_rainsum PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0159193280 0.0158976831
Relief_demcrop PM_Silica
0.0150544233 0.0145971705
Clim_PTA Clim_PTRX
0.0137028193 0.0127989592
Clim_ADM Clim_varan
0.0126116284 0.0120732489
Relief_mrvbf_int Landsat30Bare_1
0.0117179811 0.0117068900
Soil_Smectite Clim_TNM
0.0108801045 0.0079871425
Veg_FPAR_Mean Clim_tdayann
0.0079452720 0.0078051756
Landsat30Bare_2 Relief_focalmedian300m_1s
0.0073125607 0.0073002593
PM_Weathering_Index PM_Gravity
0.0072078202 0.0072011991
Relief_mrrtf6g.a5_1s Clim_minwin
0.0069104713 0.0068857898
Soil_Kaolinite Relief_focalrange1000m_1s
0.0063888317 0.0057637013
Relief_focalrange300m_1s Landsat30Bare_4
0.0049834968 0.0047508964
Relief_mrrtf6g_1s Landsat30Bare_5
0.0047079392 0.0046396960
Veg_FractCover_Mean_BS Landsat30Bare_3
0.0044826246 0.0041585795
Landsat30Bare_6 Veg_FractCover_Mean_PV
0.0038268553 0.0035538591
Soil_Illite Relief_slopepct1s
0.0033541407 0.0031253648
Relief_twi_1s PM_Magnetics
0.0029733763 0.0029531413
Veg_Persistant_green_Veg Relief_profile_curvature_1s
0.0029523511 0.0011382962
Relief_plan_curvature_1s Relief_aspect_1s
0.0010357772 0.0005451082