Land_Cover

Overall Accuracy: 64.45 +/- 0.20
Balanced Accuracy: 35.76 +/- 0.35
Kappa: 0.57

Users Accuracy (100%-Commission Error): 
TREES: 71.86
TS-TREES: 0.00
SHRUBS-TRE: 0.88
GRASS-TREE: 1.81
BARREN-TRE: nan
TS: 57.69
SHRUBS: 25.66
GRASS-SHRU: nan
BARREN-SHR: nan
GRASS: 42.29
BARREN-GRA: 2.56
BARREN-IMP: 67.68
SNOW: 90.59
WATER: 96.83

Users Error: 
TREES: 0.31
TS-TREES: 0.00
SHRUBS-TRE: 1.34
GRASS-TREE: 0.66
BARREN-TRE: nan
TS: 0.64
SHRUBS: 0.80
GRASS-SHRU: nan
BARREN-SHR: nan
GRASS: 0.45
BARREN-GRA: 2.41
BARREN-IMP: 0.62
SNOW: 0.36
WATER: 0.31

Producers Accuracy (100%-Omission Error): 
TREES: 91.85
TS-TREES: 0.00
SHRUBS-TRE: 0.03
GRASS-TREE: 0.74
BARREN-TRE: 0.00
TS: 63.39
SHRUBS: 12.88
GRASS-SHRU: 0.00
BARREN-SHR: 0.00
GRASS: 63.47
BARREN-GRA: 0.20
BARREN-IMP: 81.79
SNOW: 96.68
WATER: 89.60

Producers Error: 
TREES: 0.21
TS-TREES: 0.00
SHRUBS-TRE: 0.04
GRASS-TREE: 0.27
BARREN-TRE: 0.00
TS: 0.65
SHRUBS: 0.43
GRASS-SHRU: 0.00
BARREN-SHR: 0.00
GRASS: 0.54
BARREN-GRA: 0.19
BARREN-IMP: 0.56
SNOW: 0.23
WATER: 0.52

Number of Samples in each class: 
TREES: 21599
TS-TREES: 472
SHRUBS-TRE: 1787
GRASS-TREE: 1121
BARREN-TRE: 204
TS: 5407
SHRUBS: 5641
GRASS-SHRU: 3541
BARREN-SHR: 271
GRASS: 7843
BARREN-GRA: 617
BARREN-IMP: 4587
SNOW: 2828
WATER: 2095

#------------------------------------------------------
Confusion Matrix:
                         Observed                                                                                                                                                      
                            TREES TS-TREES SHRUBS-TRE GRASS-TREE BARREN-TRE       TS   SHRUBS GRASS-SHRU BARREN-SHR    GRASS BARREN-GRA BARREN-IMP     SNOW    WATER Users_Acc Users_SE
Predicted TREES          15129.01   270.36    1080.63     537.81      54.68  1286.84  1218.91     294.46      50.72   932.56       0.87     136.69     0.00    61.18     71.86     0.31
          TS-TREES           0.00     0.00       0.00       0.00       0.00     1.24     0.00       0.00       0.00     0.00       0.00       0.00     0.00     0.00       0.0      0.0
          SHRUBS-TRE         9.10     0.00       0.43       0.00       0.00     7.23    31.41       0.00       0.00     0.00       0.00       0.43     0.00     0.00      0.88     1.34
          GRASS-TREE         0.00     0.00       0.00       7.41       0.00     0.00   107.91      29.38      30.91   222.40       3.30       7.99     0.00     0.00      1.81     0.66
          BARREN-TRE         0.00     0.00       0.00       0.00       0.00     0.00     0.00       0.00       0.00     0.00       0.00       0.00     0.00     0.00       NaN      NaN
          TS               343.92   167.11     201.49      67.29      28.44  3469.31  1212.16     103.87      29.68   386.46       0.00       3.67     0.00     0.00     57.69     0.64
          SHRUBS           191.29    49.96     128.03     100.90       4.34   466.73   765.97     405.57      88.70   704.70       8.58      69.76     0.00     0.00     25.66      0.8
          GRASS-SHRU         0.00     0.00       0.00       0.00       0.00     0.00     0.00       0.00       0.00     0.00       0.00       0.00     0.00     0.00       NaN      NaN
          BARREN-SHR         0.00     0.00       0.00       0.00       0.00     0.00     0.00       0.00       0.00     0.00       0.00       0.00     0.00     0.00       NaN      NaN
          GRASS            681.15    25.27     223.49     271.98       6.45   219.03  2356.03    2439.96       7.25  5041.63     149.05     252.73     0.00   246.78     42.29     0.45
          BARREN-GRA         0.00     0.00       0.00       0.00       0.00     0.00     0.00      41.86       0.00     0.00       1.10       0.00     0.00     0.00      2.56     2.41
          BARREN-IMP       116.05     0.00       5.64      10.69       3.44    22.91   256.67     367.86      78.25   364.84     376.48    3871.29   188.61    57.42     67.68     0.62
          SNOW               0.00     0.00       0.00       0.00       0.00     0.00     0.00       0.00       0.00   239.51      25.38     355.61  5974.48     0.00     90.59     0.36
          WATER              0.22     0.00       0.00       0.00       0.00     0.00     0.00       0.00       0.00    51.06       0.00      35.03    16.85  3146.50     96.83     0.31
          Producers_Acc     91.85     0.00       0.03       0.74       0.00    63.39    12.88       0.00       0.00    63.47       0.20      81.79    96.68    89.60                   
          Producers_SE       0.21     0.00       0.04       0.27       0.00     0.65     0.43       0.00       0.00     0.54       0.19       0.56     0.23     0.52                   
