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專利授權區

專利授權區
專利名稱(英)	RANDOM FOREST OPTIMIZATION METHOD AND SYSTEM THEREOF AND COMPUTER READABLE RECORDING MEDIUM
專利家族	中華民國：202601465(公開號) 美國：US-2026-0004201-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)
A random forest optimization method includes driving a processor to generate a setting value group according to a Simplification Swarm Optimization rule; driving the processor to transform the setting value group into a plurality of decision tree codes and a plurality of weight values corresponding to the decision tree codes of a random forest model, the decision tree codes correspond to a plurality of binary decision tree models; driving the processor to calculate an accuracy and a decision tree number corresponding to the setting value group; driving the processor to update a best accuracy and a lowest decision tree number in a database according to the accuracy and the decision tree number of the setting value group; driving the processor to repeating the above steps until a number of a plurality of the setting value groups being equal to a predetermined value.

專利摘要(英)

A random forest optimization method includes driving a processor to generate a setting value group according to a Simplification Swarm Optimization rule; driving the processor to transform the setting value group into a plurality of decision tree codes and a plurality of weight values corresponding to the decision tree codes of a random forest model, the decision tree codes correspond to a plurality of binary decision tree models; driving the processor to calculate an accuracy and a decision tree number corresponding to the setting value group; driving the processor to update a best accuracy and a lowest decision tree number in a database according to the accuracy and the decision tree number of the setting value group; driving the processor to repeating the above steps until a number of a plurality of the setting value groups 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