ROWRA Model Summary -
Report generated by sto275 on Tue Apr 13 15:41:36 2021
Maps
24 seconds
24 seconds
Q:/3_Land_suitability/0_Working/Uta/Roper/SGG2b1w.tif
Q:/3_Land_suitability/0_Working/Uta/Roper/SGG2b1w_Uncert.tif
Model Statistics
Path = Q:/3_Land_suitability/0_Working/Uta/Roper/Models/sgg.mod.2.b1.w.rds
Type : Classification
Number of trees : 500
Sample size : 1510
Number of independent variables : 40
OOB prediction error : 0.39205298013245
Class Values
10 9 5 12 8 7 3 1 2 11 4 6
Class Levels :
2 3 7 8 9 10 11 12 41 42 61 62
Confusion Matrix
predicted
true 2 3 7 8 9 10 11 12 41 42 61 62
2 217 2 29 0 18 1 0 0 15 9 0 0
3 3 11 3 0 11 0 0 0 12 5 1 0
7 58 1 191 1 4 0 0 0 61 13 1 1
8 4 1 12 0 2 0 0 0 2 3 0 2
9 34 0 5 0 75 0 0 0 6 6 0 0
10 0 0 1 0 0 0 0 1 0 0 0 0
11 1 0 2 0 0 0 0 0 11 2 0 0
12 8 0 1 1 3 0 0 0 4 2 0 0
41 28 0 39 0 1 0 0 1 383 5 2 2
42 15 1 26 1 7 0 0 0 22 36 0 3
61 1 0 5 0 0 0 0 0 31 1 3 0
62 1 1 10 0 3 0 0 0 19 4 0 2
Landsat30Bare_1 Clim_minwin Relief_demcrop
5.955687e-02 4.463880e-02 4.456202e-02
Clim_tdayann Clim_TNM Clim_rainsum
3.467611e-02 3.365079e-02 3.034884e-02
PM_Gravity Relief_mrvbf_int Relief_focalmedian300m_1s
2.522753e-02 2.446073e-02 2.178220e-02
Clim_varan Landsat30Bare_2 Landsat30Bare_4
2.109813e-02 2.021349e-02 1.993671e-02
Clim_PTRX Clim_ADM Clim_PTA
1.974593e-02 1.856913e-02 1.826913e-02
PM_radmap_v4_2019_filtered_pctk_GAPFilled PM_Weathering_Index Landsat30Bare_5
1.780140e-02 1.427886e-02 1.194898e-02
Landsat30Bare_6 Landsat30Bare_3 Relief_slopepct1s
1.153492e-02 1.108843e-02 1.026884e-02
PM_radmap_v4_2019_filtered_ppmu_GAPFilled Veg_FPAR_Mean Relief_mrrtf6g_1s
1.023091e-02 1.004542e-02 7.756314e-03
Relief_twi_1s Relief_focalrange300m_1s PM_Silica
7.680776e-03 7.244495e-03 7.178409e-03
Relief_mrrtf6g.a5_1s Veg_Persistant_green_Veg PM_radmap_v4_2019_filtered_ppmt_GAPFilled
6.177107e-03 5.954954e-03 5.768452e-03
Veg_FractCover_Mean_BS Veg_FractCover_Mean_PV Relief_focalrange1000m_1s
5.730435e-03 5.705340e-03 5.353379e-03
PM_Magnetics Soil_Smectite Relief_profile_curvature_1s
4.802779e-03 4.665101e-03 3.342562e-03
Soil_Illite Soil_Kaolinite Relief_aspect_1s
2.397937e-03 2.371181e-03 5.566376e-04
Relief_plan_curvature_1s
-2.150246e-05