Table 1

Evaluating fitness of parameter combinations based on parameter sensitivity analysis
Parametera Features mPIDb Sc= N-(30*mPID) Sd= N-(100*mPID)
12, 0.5 1454 33.12 460.4 −1858
3,0.3 2350 39.75 1157.5 −1625
3,0.5 1940 34.72 898.4 −1532
3,0.8 1653 30.60 735 −1407
3,0.3 υ 3,0.5 2363 36.16 1278.2 −1253
3,0.3 υ 3,0.8 2384 35.69 1313.3 −1185
3,0.5 υ 3,0.8 2022 32.22 1055.4 −1200
3,0.3 υ 12,0.5 2310 36.59 1214.4 −1342
3,0.5 υ 12,0.5 2037 33.40 1035 −1303
3,0.8 υ 12,0.5 1816 30.37 904.9 −1221

Data was taken from Column A of Sample Set 1. aOnly a subset of the results is shown in the table. bMedian PID (mPID) averaged over all features. cScoring function weighs more importance to number of features; dScoring function weighs more importance to quality of features.

Uppal et al.

Uppal et al. BMC Bioinformatics 2013 14:15   doi:10.1186/1471-2105-14-15

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