The application of data mining skill on identifying critical factors in the web-based incident reporting system.
The purpose of this is study was to apply data mining skill to explore the fall critical factors. Feature selection and variable screening were applied on the total of 725 incidents as the first two screening steps. The neuronetwork model was - MLP (multilayer perceptron) 19-7-2 with sensitivity and specificity as 50.00% and 84.42, respectively. The result could be utilized for further intervention studies to validate the findings.
Lee
Ting-Ting
TT
National Taipei College of Nursing, Taipei, Taiwan. tingting@ntcn.edu.tw
D016247:Information Storage and Retrieval; D020407:Internet; D012308:Risk Management