ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 11:57:10 2021
Maps
20 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Perm2.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Perm2_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/perm.mod.2.rds
Type : Classification
Number of trees : 500
Sample size : 1459
Number of independent variables : 40
OOB prediction error : 0.254283755997258
Class Values
4 2 3 1
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 4 12 5 0
2 1 149 134 0
3 0 44 890 22
4 0 5 148 45
Relief_demcrop Landsat30Bare_1
4.376796e-02 2.626762e-02
Clim_minwin Clim_TNM
2.519946e-02 2.512088e-02
Clim_tdayann Clim_varan
1.837620e-02 1.735279e-02
Clim_rainsum PM_radmap_v4_2019_filtered_pctk_GAPFilled
1.667270e-02 1.587944e-02
Landsat30Bare_2 Veg_FPAR_Mean
1.425854e-02 1.316594e-02
PM_Gravity Relief_mrvbf_int
1.219748e-02 1.091728e-02
PM_Weathering_Index PM_Magnetics
1.087470e-02 1.064638e-02
Clim_PTA Relief_mrrtf6g.a5_1s
9.972961e-03 9.241799e-03
Clim_ADM Relief_focalmedian300m_1s
8.810515e-03 8.609168e-03
PM_Silica Soil_Smectite
7.954936e-03 7.838294e-03
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Clim_PTRX
7.788073e-03 7.600586e-03
Landsat30Bare_3 PM_radmap_v4_2019_filtered_ppmu_GAPFilled
7.239229e-03 6.662252e-03
Veg_FractCover_Mean_PV Relief_focalrange300m_1s
6.649679e-03 6.380661e-03
Relief_mrrtf6g_1s Landsat30Bare_4
6.364610e-03 6.229618e-03
Landsat30Bare_5 Soil_Kaolinite
5.815315e-03 5.729478e-03
Relief_slopepct1s Relief_focalrange1000m_1s
5.268871e-03 4.924224e-03
Landsat30Bare_6 Veg_Persistant_green_Veg
4.511359e-03 3.879616e-03
Veg_FractCover_Mean_BS Relief_twi_1s
3.339141e-03 2.737540e-03
Soil_Illite Relief_profile_curvature_1s
1.926686e-03 1.475191e-03
Relief_aspect_1s Relief_plan_curvature_1s
-3.164930e-06 -8.080759e-05