运用天真贝斯算法对学生成绩的纪律、学习成绩、社会经济和组织活动进行分析

Devi Yunita, Perani Rosyani, Resti Amalia
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引用次数: 0

摘要

学生的成绩是衡量一个人的知识、智力和技能水平的必要条件。数据挖掘是各个科学领域的结合,即统计学、人工智能和数据库。教育学生的目的是能够改变态度,观念,灌输良好的行为,灌输知识和品格。本研究的目的在于找出学生在学习过程中的成就,作为学校的评估材料,以改善教学模式,使学生更有成就。使用朴素贝叶斯算法的研究产生了89%的相当不错的准确率值。本研究的结果有望帮助监测早期学生的学业成绩,以提高学生的成绩和质量。
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Analisa Prestasi Siswa Berdasarkan Kedisiplinan, Nilai Hasil Belajar, Sosial Ekonomi dan Aktivitas Organisasi Menggunakan Algoritma Naïve Bayes
Student achievement is needed to measure the level of knowledge, intelligence, and skills of a person. Data mining is a combination of various fields of science, namely statistics, artificial intelligence, and databases. The purpose of education for students is to be able to change attitudes, perceptions, instill good behavior and instill knowledge and character. The purpose of this study is to be able to find out student achievement during learning as a school evaluation material to improve teaching patterns for students to be more accomplished. Research using the Naive Bayes Algorithm produces a fairly good value of accuracy of 89%. the results of this study are expected to help to monitor early student academic achievement, in order to improve student achievement and quality.
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