COMPOUND PROPERTY PREDICTION APPARATUS, PROPERTY PREDICTION METHOD AND PROGRAM FOR EXECUTING THE METHOD

摘要

A compound property prediction apparatus includes a training sample library (16)in which a parameter value and a value for a prediction item are preregistered for each individual one of a plurality of training samples; an input device (12) inputting data concerning an unknown sample; a parameter generating device (14) of the unknown sample; a similarity calculation device (18) which calculates the degree of similarity between the unknown sample and the individual one training sample; a sub-sample set construction device (20) which constructs a sub-sample set by extracting training samples whose degree of similarity to the unknown sample is not smaller than a predetermined threshold value; a prediction model construction device (22) which constructs a prediction model from the sub-sample set; and a prediction value calculation device (24) which calculates the prediction value of the unknown sample based on the prediction model.