Classification of Teak Wood Production in Central Java']Java Using the C5.0 Algorithm

被引：0

作者：

Susanti, Yuliana ^{[1
]}

Respatiwulan ^{[1
]}

Handajani, Sri Sulistijowati ^{[1
]}

Pratiwi, Hasih ^{[1
]}

Slamet, Isnandar ^{[1
]}

Hartatik ^{[2
]}

Istiqomah, Firstiana ^{[1
]}

机构：

[1] Univ Sebelas Maret, Program Study Stat, Surakarta, Indonesia

[2] Univ Sebelas Maret Surakarta, Diploma Program Informat Engn, Surakarta, Indonesia

来源：

INTERNATIONAL CONFERENCE ON SCIENCE AND APPLIED SCIENCE (ICSAS) 2019 | 2019年 / 2202卷

关键词：

D O I：

10.1063/1.5141707

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Central Java has the largest teak land area in Java Island. It is about two-thirds of teak land area on Java Island is located in Central Java. The purpose of this study is to determine the classification of factors that influence the production of teak trees in Central Java with the Commercial Version 5.0 (C5.0) algorithm. This algorithm is a refinement of the ID3 and C4.5 algorithms. The C5.0 algorithm works by separating samples based on attributes that have the highest information gum. The results of the study show that there are three classification rules produced with an 81.8% accuracy rate.

引用

页数：6

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