Research Article

A Dynamic Model for Imputing Missing Medical Data: A Multiobjective Particle Swarm Optimization Algorithm

Table 3

The percent of missing data in independent variables of gastric cancer data.

IDVariable nameMissingValid N
NPercent

1Hx of non-GI cancer7188.759
2Type of other GI cancer6480.0016
3Hx of other GI cancer6480.0016
4Age at Dx of family GC5872.5022
5FH of gastric cancer5771.2523
6PMH3543.7545
7Age at diagnosis45.0076
8Birth year11.2579