ROWRA Model Summary -
Report generated by sto275 on Wed Mar 24 14:01:25 2021
Maps
21 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond4.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/Cond4_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/cond.mod.4.rds
Type : Classification
Number of trees : 500
Sample size : 439
Number of independent variables : 40
OOB prediction error : 0.275626423690205
Class Values
3 1 2 5 4
Class Levels :
1 2 3 4 5
Confusion Matrix
predicted
true 1 2 3 4 5
1 6 0 20 0 5
2 0 3 49 0 0
3 1 3 302 0 2
4 0 0 2 0 0
5 4 0 35 0 7
Relief_mrvbf_int Relief_demcrop
0.0114800666 0.0097655114
Relief_focalmedian300m_1s Clim_rainsum
0.0076069506 0.0072271212
Clim_minwin Landsat30Bare_5
0.0060143252 0.0059147638
Clim_tdayann Clim_PTRX
0.0058359812 0.0055624224
PM_radmap_v4_2019_filtered_pctk_GAPFilled Clim_PTA
0.0054631400 0.0053755135
Clim_TNM PM_Gravity
0.0053405657 0.0052878578
PM_radmap_v4_2019_filtered_ppmt_GAPFilled Relief_focalrange1000m_1s
0.0052510521 0.0045417187
Soil_Smectite Relief_focalrange300m_1s
0.0045225335 0.0044663111
Veg_FractCover_Mean_BS Soil_Kaolinite
0.0042035042 0.0038285023
Clim_ADM Clim_varan
0.0036257310 0.0036149246
PM_Weathering_Index Landsat30Bare_1
0.0035226048 0.0033147367
Soil_Illite PM_Silica
0.0031657973 0.0030989510
Landsat30Bare_2 Relief_slopepct1s
0.0030762039 0.0030402740
Relief_mrrtf6g_1s Veg_FPAR_Mean
0.0029001556 0.0028290159
Relief_twi_1s Landsat30Bare_6
0.0027567761 0.0026575651
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Landsat30Bare_3
0.0025984433 0.0025256088
Relief_mrrtf6g.a5_1s PM_Magnetics
0.0024479761 0.0023737378
Veg_FractCover_Mean_PV Landsat30Bare_4
0.0018079511 0.0017941471
Veg_Persistant_green_Veg Relief_aspect_1s
0.0015671519 0.0015531239
Relief_profile_curvature_1s Relief_plan_curvature_1s
0.0014297921 0.0002707011