Computational and Mathematical Methods in Medicine / 2013 / Article / Tab 3

Research Article

A Soft Computing Based Approach Using Modified Selection Strategy for Feature Reduction of Medical Systems

Table 3

Average time interval and memory usage levels of tested system softwares.

Tested SystemNumber of InputsTime (average)Allocated Memory Peak Working Set (MB), (average res.)

Modified
Artificial
Selection
122–20 min.70–250 MB
1FRSGRArtificial
Selection
123.5–33 min.65–300 MB
Roulette
Wheel
Selection
124–35 min.75–320 MB
Modified
Artificial
Selection
154–30 min.75–320 MB

12 70 min. 380 MB
2 Decision Relative Discenibility
15Exceeds 4 HoursExceeds 860 MB and causes memory error (insufficient memory)

3Attribute dependency reduction without genetic search12Exceeds 2 HoursExceeds 899 MB and causes memory error