ROWRA Model Summary -
Report generated by sto275 on Mon Mar 29 13:28:44 2021
Maps
Loading required package: latticeLoading required package: latticeExtraLoading required package: foreachLoading required package: iteratorsLoading required package: parallel24 seconds
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Q:/3_Land_suitability/0_Working/Uta/Roper/Cond1w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond1w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cond.mod.1w.rds
Type : Classification
Number of trees : 500
Sample size : 4366
Number of independent variables : 40
OOB prediction error : 0.253092075125973
Class Values
3 4 2 5 1
Class Levels :
1 2 3 4 5
Confusion Matrix
predicted
true 1 2 3 4 5
1 45 2 82 0 52
2 1 237 496 2 3
3 10 68 2867 1 51
4 1 2 135 14 5
5 43 2 148 1 98
Relief_mrvbf_int PM_radmap_v4_2019_filtered_ppmt_GAPFilled PM_radmap_v4_2019_filtered_ppmu_GAPFilled
0.0224339601 0.0200572617 0.0171141178
Relief_demcrop PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_PTRX
0.0169019647 0.0152567557 0.0136459726
Clim_rainsum PM_Silica Clim_TNM
0.0132837333 0.0130958957 0.0126473449
PM_Weathering_Index Clim_tdayann Clim_PTA
0.0118951706 0.0116439259 0.0108084387
Veg_FPAR_Mean Clim_varan Soil_Smectite
0.0104303698 0.0101968811 0.0100043599
Soil_Kaolinite PM_Gravity Clim_ADM
0.0096678110 0.0096631412 0.0096114373
Landsat30Bare_1 Clim_minwin Relief_focalmedian300m_1s
0.0094794313 0.0094649018 0.0087212562
Landsat30Bare_2 Relief_mrrtf6g.a5_1s Landsat30Bare_4
0.0069600508 0.0069578566 0.0064051098
Landsat30Bare_5 Landsat30Bare_6 Veg_FractCover_Mean_BS
0.0057857921 0.0057301166 0.0055760821
Landsat30Bare_3 Relief_mrrtf6g_1s Veg_FractCover_Mean_PV
0.0053589356 0.0046218416 0.0044981305
Relief_focalrange300m_1s Relief_focalrange1000m_1s Relief_twi_1s
0.0043446991 0.0042918275 0.0042849185
Relief_slopepct1s Veg_Persistant_green_Veg Soil_Illite
0.0039093521 0.0038897332 0.0035654027
PM_Magnetics Relief_profile_curvature_1s Relief_plan_curvature_1s
0.0034555604 0.0008576712 0.0008033550
Relief_aspect_1s
0.0002154945