真菌形态预测使用c5.0算法

Lita Karlitasari, I. W. Sriyasa, Irfan Wahyudi, Heri Bambang Santosi
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引用次数: 1

摘要

蘑菇分为两种,即食用菌和毒蕈。区分可以食用的蘑菇和有毒的蘑菇是一件复杂的事情,因为各种蘑菇的形态几乎相同。鉴定蘑菇的一种方法是通过形态学,这将能够知道真菌属于哪一类。使用该算法是因为它更快,因为它是多线程的,但在其他方面产生完全相同的分类器。结果表明,在分割验证和交叉验证两种情况下,C5.0算法具有99-100%的非常好的准确率值和相当可观的功耗。而且几乎所有的属性都有显著的关系或影响,因为它们的期望值小于5%。建议使用与研究主题相关的关键词。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
PREDIKSI MORFOLOGI JAMUR MENGGUNAKAN ALGORITMA C5.0
Mushrooms are divided into two, namely edible mushrooms and poisonous mushrooms. to distinguish between types of mushrooms that can be consumed from those that are poisonous is a complicated matter because of the nearly identical forms of the various species of mushrooms. One way to identify mushrooms is by way of morphology later which will be able to know what class a fungus belongs to. The algorithm is used because it is faster, because it is multithreaded, but otherwise produces exactly the same classifiers. shows that the C5.0 algorithm has a very good accuracy value of 99-100% with a fairly good amount of power, using both split validation and cross-validation. And also almost all attributes have a significant relationship or influence, because they have an expected value of less than 5%. Using keywords related to the research topic is recommended.
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