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reportWindowSize5PCA30testRatio0.25.txt
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reportWindowSize5PCA30testRatio0.25.txt
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48.87050281871449 Test loss (%)
84.39328911431916 Test accuracy (%)
precision recall f1-score support
Alfalfa 1.00 1.00 1.00 11
Corn-notill 0.70 0.73 0.72 357
Corn-mintill 0.76 0.83 0.79 208
Corn 0.81 0.92 0.86 59
Grass-pasture 0.98 0.94 0.96 121
Grass-trees 0.98 0.98 0.98 183
Grass-pasture-mowed 1.00 1.00 1.00 7
Hay-windrowed 1.00 1.00 1.00 120
Oats 0.83 1.00 0.91 5
Soybean-notill 0.74 0.80 0.77 243
Soybean-mintill 0.84 0.73 0.78 614
Soybean-clean 0.75 0.78 0.77 148
Wheat 1.00 1.00 1.00 51
Woods 0.98 0.98 0.98 316
Buildings-Grass-Trees-Drives 0.88 0.95 0.91 97
Stone-Steel-Towers 0.96 1.00 0.98 23
accuracy 0.84 2563
macro avg 0.89 0.92 0.90 2563
weighted avg 0.85 0.84 0.84 2563
[[ 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 262 17 7 0 0 0 0 0 22 37 11 0 0 1 0]
[ 0 13 173 3 0 0 0 0 0 4 11 4 0 0 0 0]
[ 0 4 1 54 0 0 0 0 0 0 0 0 0 0 0 0]
[ 0 1 0 1 114 0 0 0 0 0 0 1 0 1 3 0]
[ 0 0 0 0 0 180 0 0 0 0 0 0 0 0 3 0]
[ 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 120 0 0 0 0 0 0 0 0]
[ 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0]
[ 0 4 2 0 0 1 0 0 1 194 37 2 0 0 2 0]
[ 0 73 33 2 0 0 0 0 0 35 450 20 0 0 1 0]
[ 0 18 3 0 0 1 0 0 0 8 1 116 0 0 0 1]
[ 0 0 0 0 0 0 0 0 0 0 0 0 51 0 0 0]
[ 0 0 0 0 2 0 0 0 0 0 0 0 0 311 3 0]
[ 0 0 0 0 0 1 0 0 0 0 0 0 0 4 92 0]
[ 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23]]