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 Better Decision Tree from Intelligent Instance Selection. A new instance selection method based on Genetic Algorithm for optimizing decision trees
Наименование:

Better Decision Tree from Intelligent Instance Selection. A new instance selection method based on Genetic Algorithm for optimizing decision trees

автор Shuning W. издательство Книга по Требованию Локальные и корпоративные сети
Cтраниц 132        мягкая обложка       
Аннотация:Preparation tasks often determine the success of data mining engagements. The resultant trees are easier to comprehend and interpret by the decision maker and hence more useful in practice. Data preparation is one of the most important and time consuming phases in knowledge discovery. Instance selection thus can be used to improve scalability of data mining algorithms as well as improve the quality of the data mining results. Numerical results are obtained for several difficult test data sets indicating that GA-based instance selection can often reduce the size of the decision tree by an order of magnitude while still maintaining good prediction accuracy. The importance of instance selection is the primary focus because the size of current and future databases often exceeds the amount of data which current data mining algorithms can handle properly. This book describes theoretical and experimental studies of instance selection to improve data mining model. This book presents a new optimization-based approach for instance selection that uses a genetic algorithm to select a subset of instances to produce a simpler decision tree model with acceptable accuracy.
Автор: Shuning W.
Издательство: Книга по Требованию
Год:2009
Цена:
2384 руб
Нет в наличии
Поиск: Better Decision Tree from Intelligent Instance Selection. A new instance selection method based on Genetic Algorithm for optimizing decision trees


ДОСТИГ ЦЕЛИ, А СЧАСТЬЕ НЕ НАСТУПИЛО?


Шарлота Бронте

Даже первая встреча Джейн с Рочестером нарисована автором в романтическом стиле. С первой встречи и на протяжении всего романа, Шарлота Бронте дает устами Джейн Эйр характеристику Рочестеру и описывает его внешние данные. His figure was e veloped i a ridi g cloak, fur collared, a d s eel clasped; i s de ails were o appare he ge eral poi s of middle heigh , a d co siderable bread h of ches . He had a dark face, wi h s er fea ures a d a heavy brow; his eyes a d ga hered eyebrows looked ireful a d hwar ed jus ow; he was pas you h, bu had o reached middle age; perhaps he migh be 35. Фигуру его трудно было рассмотреть, но он казался среднего роста и широкоплеч. Лицо смуглое, черты суровые, лоб массивный. Глаза, под пушистыми сросшимися бровями горели гневным упрямством, - ему могло быть около 35 лет. Бронте, показывая нам мистера Рочестера, больше рисует его внешние черты лица. his decisive ose, more remarkable for charac er ha beau y; his full os rils his grim mou h, cli a d yaw – yes, all hree were very grim i was a good figure i he a hle ic se se of he erm – broad ches ed a d hi fla ked; hough ei her all or graceful. « резко очерченный нос, скорее характерный чем красивый, раздувающиеся ноздри жесткие очертания губ и подбородка.
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