September 2018
Intermediate to advanced
228 pages
6h 54m
English
Content preview from Swarm Intelligence
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6.5 Flower pollination algorithm in feature selection 131
Table 6.4: Experiment results of mean fitness for the different methods
Dataset FPA GA PSO
breastcancer 0.0258 0.0266 0.0266
breastEW 0.0295 0.0337 0.0337
congressEW 0.0317 0.0414 0.0386
exactly 0.0533 0.3060 0.2521
exactly2 0.2353 0.2293 0.2395
heartEW 0.1356 0.1533 0.1644
ionosphereEW 0.0974 0.1111 0.1077
krvskpEW 0.0339 0.0504 0.0645
lymphography 0.1429 0.1633 0.1673
m-of-n 0.0096 0.0868 0.0605
penglungEW 0.2333 0.2667 0.2500
sonarEW 0.1246 0.1594 0.1565
spectEW 0.1124 0.1281 0.1303
tic-tac-toe 0.2250 0.2419 0.2319
vote 0.0480 0.0540 0.0760
waveformEW 0.1990 0.2107 0.2147
WineEW 0.0000 0.0034 0.0136
zo ...
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