Table 24 The average execution time of the proposed method in 5 experimental repetitions of 10-fold CV
Name | #Attributes | #Examples | Run time (second) |
|---|---|---|---|
ecoli1 | 7 | 336 | 1.52 |
ecoli2 | 7 | 336 | 1.53 |
ecoli3 | 7 | 336 | 1.43 |
ecoli4 | 7 | 336 | 1.44 |
ecoli0147vs56 | 6 | 332 | 1.59 |
ecoli034_5 | 7 | 200 | 0.85 |
ecoli0147_2356 | 7 | 336 | 1.55 |
glass0 | 9 | 214 | 0.77 |
glass0123456 | 9 | 214 | 0.79 |
kddcup-buffer_overflow_vs_back | 41 | 2233 | 6.72 |
kddcup-rootkit-imap_vs_back | 41 | 2225 | 1.00 |
kddcup-guess_passwd_vs_satan | 41 | 1642 | 8.40 |
kddcup-land_vs_portsweep | 41 | 1061 | 0.52 |
kddcup-land_vs_satan | 41 | 1610 | 0.82 |
new-thyroid1 | 5 | 215 | 0.75 |
page-blocks-1-3_vs_4 | 10 | 472 | 1.92 |
pima | 8 | 768 | 3.34 |
segment0 | 19 | 2308 | 8.87 |
shuttle_2_vs_5 | 9 | 3316 | 43.09 |
vehicle2–1 | 18 | 846 | 2.34 |
vowel0 | 13 | 988 | 6.25 |
wisconsin | 9 | 683 | 2.27 |