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Table 3 Accuracy (ACC) [%] and computational times (T) [sec] on the order level with different values of K

From: LAF: Logic Alignment Free and its application to bacterial genomes classification

Data set Classifier K=3 K=4 K=5 K=6
   ACC T ACC T [s] ACC T ACC T
Original RIPPER 64.50 37.08 69.82 83.53 69.76 203.53 69.92 765.34
Original RIDOR 61.63 71.17 62.25 320.72 64.19 1509.75 64.75 10320.40
Original PART 65.37 12.67 67.05 24.58 67.77 70.13 70.02 280.23
Original SVM 70.69 605.55 85.37 937.32 88.59 1312.52 89.56 2020.60
Original NN 83.27 9.56 85.67 12.13 86.49 19.34 87.06 114.48
Filtered RIPPER 98.79 0.82 98.79 1.55 99.27 4.56 98.79 27.76
Filtered RIDOR 96.12 1.58 99.27 3.05 96.36 26.16 97.33 34.31
Filtered PART 97.34 0.51 98.31 1.00 97.58 2.28 97.09 23.11
Filtered SVM 99.56 10.62 99.87 11.58 99.65 13.10 99.68 14.71
Filtered NN 99.45 1.99 99.93 3.30 99.34 3.70 99.63 4.18
Average - 83.67 75.2 86.63 139.88 86.90 316.51 87.38 1360.51