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Table 6 Classification results of the Oil dataset with highly imbalance Ratio

From: How to balance the bioinformatics data: pseudo-negative sampling

PercentageClassifierSen(%)Spe(%)Acc(%)MCC
0RF14.5099.6896.070.27
 NN52.1898.9096.830.58
10RF19.6099.5595.740.32
 NN51.9598.5496.370.54
20RF33.5398.9895.600.43
 NN41.2698.6595.720.48
30RF39.8398.9995.650.50
 NN45.8398.2995.320.51
40RF50.3699.3196.260.63
 NN54.9697.8395.080.55
50RF49.7698.7595.520.59
 NN48.0997.8494.580.51