ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 13:59:21 2021
Maps
20 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond3w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond3w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cond.mod.3w.rds
Type : Classification
Number of trees : 500
Sample size : 2707
Number of independent variables : 40
OOB prediction error : 0.219061691909863
Class Values
3 2 5 1 4
Class Levels :
1 2 3 4 5
Confusion Matrix
predicted
true 1 2 3 4 5
1 11 1 88 0 14
2 1 152 290 0 1
3 2 56 1929 1 10
4 0 2 8 1 1
5 10 1 107 0 21
PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0205037627 0.0179088375
PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_rainsum
0.0166012629 0.0161186800
Clim_PTA PM_Silica
0.0142598491 0.0142081664
Relief_demcrop Clim_PTRX
0.0141108688 0.0135874877
Landsat30Bare_1 Clim_ADM
0.0130078581 0.0116952450
Clim_varan Relief_mrvbf_int
0.0115085389 0.0111059468
Soil_Smectite Clim_tdayann
0.0097131666 0.0084506026
Veg_FPAR_Mean Clim_TNM
0.0082100539 0.0076107921
Relief_focalmedian300m_1s PM_Gravity
0.0071715920 0.0069578327
PM_Weathering_Index Clim_minwin
0.0069503011 0.0068842826
Soil_Kaolinite Relief_mrrtf6g.a5_1s
0.0066864628 0.0064308642
Landsat30Bare_2 Relief_focalrange1000m_1s
0.0062332929 0.0052241781
Relief_focalrange300m_1s Veg_FractCover_Mean_BS
0.0050931113 0.0047538888
Relief_mrrtf6g_1s Landsat30Bare_4
0.0046960747 0.0043341835
Landsat30Bare_5 Relief_slopepct1s
0.0043329487 0.0042927487
Landsat30Bare_6 Landsat30Bare_3
0.0042732271 0.0041111280
Veg_FractCover_Mean_PV Soil_Illite
0.0039347486 0.0031755302
Veg_Persistant_green_Veg Relief_twi_1s
0.0031255270 0.0029322309
PM_Magnetics Relief_profile_curvature_1s
0.0027342516 0.0016681777
Relief_plan_curvature_1s Relief_aspect_1s
0.0008414805 0.0001183049