2014 年 22 巻 5 号 p. 28-36
A method of using distances calculated by the Mahalanobis-Taguchi system (error root-mean-square method), based on the results of the classification of hazards according to GHS (Globally Harmonized System of Classification and Labelling of Chemicals), has been proposed as an index for showing the hazards posed by chemical substances in an integrated and intuitive way. In this report,the category data provided by the GHS hazard categories were numerized in several ways and an L18 orthogonal array was used to study the effects on the calculated distances of the setting of low hazard substances in the unit space, the treatment of unclassifiable substances (those with unknown properties,equivalent to missing data), the weighting of different hazards (selection of important hazards), and other factors. This led to a finding that in view of the quantity of substances in the unclassifiable category, a combination of selected substances and excluded substances was appropriate as the unit space, and that treating all unclassifiable substances as highly hazardous reduced the discriminative capabilities of the system. The tendencies of the numerization method and the weighting scheme to affect the calculated distances were also clarified.