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專利授權區
專利名稱(英)	OPTIMIZATION METHOD AND OPTIMIZATION SYSTEM OF REGRESSION MODEL AND COMPUTER READABLE RECORDING MEDIUM
專利家族	中華民國：I912815 美國：US-2026-0003930-A1(公開號)
專利權人	國立清華大學 100.00%
發明人	葉維彰
技術領域	資訊工程,工業工程

專利摘要(英)
An optimization method of a regression model includes generating a parameter set according to a Simplification Swarm Optimization rule, the parameter set includes a plurality of threshold values and a plurality of model codes, the model codes correspond to a plurality of the regression models, and a plurality of types of the regression models are different from each other; arranging the threshold values; dividing a plurality of data of a dataset into a plurality of groups sequentially according to the threshold values; calculating the data of the groups according to the model codes corresponding to the groups to generate a predicting result and a fitness value of the predicting result; updating a best fitness value in a database according to the fitness value corresponding to the parameter set; and repeating the above steps until a number of the parameter sets being equal to a predetermined value.

專利摘要(英)

An optimization method of a regression model includes generating a parameter set according to a Simplification Swarm Optimization rule, the parameter set includes a plurality of threshold values and a plurality of model codes, the model codes correspond to a plurality of the regression models, and a plurality of types of the regression models are different from each other; arranging the threshold values; dividing a plurality of data of a dataset into a plurality of groups sequentially according to the threshold values; calculating the data of the groups according to the model codes corresponding to the groups to generate a predicting result and a fitness value of the predicting result; updating a best fitness value in a database according to the fitness value corresponding to the parameter set; and repeating the above steps until a number of the parameter sets being equal to a predetermined value.

聯絡資訊
承辦人姓名	黃允恬
承辦人電話	(03)571-5131#62305
承辦人Email	yuntian@mx.nthu.edu.tw