ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 14:05:40 2021
Maps
20 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct1.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Struct1_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/struct.mod.1.rds
Type : Classification
Number of trees : 500
Sample size : 4056
Number of independent variables : 40
OOB prediction error : 0.107248520710059
Class Values
2 3 1 4
Class Levels :
1 2 3 4
Confusion Matrix
predicted
true 1 2 3 4
1 105 192 1 0
2 34 3478 6 0
3 0 147 36 0
4 0 51 4 2
Relief_demcrop Clim_rainsum
0.0296165385 0.0212833744
Clim_PTA Clim_ADM
0.0169098628 0.0163774741
Clim_PTRX Clim_minwin
0.0162530306 0.0154842041
PM_Gravity Clim_TNM
0.0144073521 0.0141685071
Clim_tdayann Clim_varan
0.0127489930 0.0123190066
PM_radmap_v4_2019_filtered_pctk_GAPFilled Veg_FPAR_Mean
0.0100731582 0.0098960013
PM_Weathering_Index PM_radmap_v4_2019_filtered_ppmt_GAPFilled
0.0090227865 0.0077070632
Relief_mrrtf6g.a5_1s PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0072620766 0.0070814342
Relief_mrvbf_int Landsat30Bare_1
0.0069800242 0.0068412417
PM_Silica Relief_focalrange1000m_1s
0.0065198037 0.0054831611
Landsat30Bare_6 Landsat30Bare_2
0.0053803008 0.0053505113
Landsat30Bare_5 Veg_FractCover_Mean_BS
0.0052956818 0.0049585506
Relief_focalmedian300m_1s Landsat30Bare_3
0.0048103440 0.0045586382
Soil_Kaolinite PM_Magnetics
0.0044141745 0.0043390776
Soil_Smectite Relief_focalrange300m_1s
0.0043289077 0.0040908245
Relief_mrrtf6g_1s Relief_slopepct1s
0.0040463552 0.0037469629
Landsat30Bare_4 Veg_FractCover_Mean_PV
0.0035741572 0.0032071672
Veg_Persistant_green_Veg Soil_Illite
0.0031660977 0.0024730538
Relief_twi_1s Relief_profile_curvature_1s
0.0018525773 0.0007061990
Relief_plan_curvature_1s Relief_aspect_1s
0.0002807733 0.0001994751