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classification_accuracies_OAP
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classification_accuracies_OAP
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*** 2DS ***
BEST SCORES MLR 10IT 4K 4217S
*****************************
Mean Testing BER : 6.54% pm 0.65%
Mean Training BER : 5.71% pm 0.28%
Mean Testing OA : 93.41% pm 0.76%
Mean Training OA : 94.13% pm 0.27%
Mean Testing Kappa : 92.16% pm 0.91%
Mean Training Kappa : 93.02% pm 0.32%
*****************************
BEST SCORE BASELINE 10IT 4K 4217S
*****************************
Mean Testing BER : 16.41% pm 1.31%
Mean Training BER : 16.18% pm 0.44%
Mean Testing OA : 82.27% pm 1.32%
Mean Training OA : 82.51% pm 0.43%
Mean Testing Kappa : 78.92% pm 1.59%
Mean Training Kappa : 79.22% pm 0.52%
*****************************
BEST SCORE SVM 10IT 4K 4217S
*****************************
Mean Testing BER : 5.39% pm 0.70%
Mean Training BER : 3.74% pm 0.20%
Mean Testing OA : 94.48% pm 0.73%
Mean Training OA : 96.06% pm 0.20%
Mean Testing Kappa : 93.43% pm 0.87%
Mean Training Kappa : 95.31% pm 0.24%
*****************************
*** HVPS ***
BEST SCORE MLR 10IT 4K 1410S
*****************************
Mean Testing BER : 2.14% pm 0.68%
Mean Training BER : 1.79% pm 0.16%
Mean Testing OA : 97.57% pm 0.69%
Mean Training OA : 97.93% pm 0.19%
Mean Testing Kappa : 96.93% pm 0.88%
Mean Training Kappa : 97.39% pm 0.24%
*****************************
BEST SCORE BASELINE 10IT 4K 1410S
*****************************
Mean Testing BER : 9.76% pm 1.13%
Mean Training BER : 9.72% pm 0.47%
Mean Testing OA : 88.62% pm 1.30%
Mean Training OA : 88.73% pm 0.56%
Mean Testing Kappa : 85.71% pm 1.64%
Mean Training Kappa : 85.86% pm 0.70%
*****************************
BEST SCORE SVM 10IT 4K 1410S
*****************************
Mean Testing BER : 2.27% pm 0.54%
Mean Training BER : 1.35% pm 0.18%
Mean Testing OA : 97.37% pm 0.59%
Mean Training OA : 98.37% pm 0.21%
Mean Testing Kappa : 96.68% pm 0.74%
Mean Training Kappa : 97.94% pm 0.27%
*****************************
*** CPI ***
BEST SCORE MLR 10IT 4K 2964S
*****************************
Mean Testing BER : 5.86% pm 0.59%
Mean Training BER : 5.10% pm 0.26%
Mean Testing OA : 95.30% pm 0.58%
Mean Training OA : 95.97% pm 0.22%
Mean Testing Kappa : 94.23% pm 0.70%
Mean Training Kappa : 95.07% pm 0.27%
*****************************
BEST SCORE BASELINE 10IT 4K 2964s
*****************************
Mean Testing BER : 15.77% pm 1.04%
Mean Training BER : 15.54% pm 0.43%
Mean Testing OA : 85.62% pm 1.00%
Mean Training OA : 85.87% pm 0.32%
Mean Testing Kappa : 82.41% pm 1.20%
Mean Training Kappa : 82.72% pm 0.38%
*****************************
BEST SCORE SVM 10It 4K 2964S
*****************************
Mean Testing BER : 6.21% pm 0.81%
Mean Training BER : 4.03% pm 0.29%
Mean Testing OA : 95.19% pm 0.74%
Mean Training OA : 96.94% pm 0.22%
Mean Testing Kappa : 94.10% pm 0.90%
Mean Training Kappa : 96.25% pm 0.27%
*****************************