DECISION TREE PADA PENILAIAN PERFORMA LAYANAN DRIVER GOJEK DENGAN ALGORITMA C4.5

Frederikus Cyriaco Leu Le Uape, Erlin Elisa
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Abstract

Transportation is an important means to support daily activities and operations, be it private transportation or public transportation. This study will analyze the level of customer satisfaction as a public vehicle user, in this case the author utilizes data on customers who use and utilize the gojek application as a means of transportation, using a questionnaire data collection technique, the writer will determine client satisfaction levels using the variables Tangible, Reliability, Responsiveness, Assurance, Empathy. The analytical Data mining with the is a technique employed in this investigation. concept of the Algorithm C4.5 classification which can show the results of the highest Entrophy and gain values modeled as a decision tree with the aim that the results obtained can be a guide for gojek partners to service and increase customers. Considering the outcomes of the classicization It is demonstrated by the C4.5 algorithm that the accuracy achieves 75.33% where the factors that become the assessment of satisfaction are Tangible, Reliability.
用 C4.5 算法对 Gojek 司机服务绩效进行决策树评估
交通是支持日常活动和经营的重要手段,无论是私人交通工具还是公共交通工具。本研究将分析作为公共车辆用户的客户满意度水平,在这种情况下,作者利用使用和利用gojek应用程序作为交通工具的客户数据,使用问卷数据收集技术,作者将使用变量确定客户满意度水平有形,可靠性,响应性,保证,移情。分析数据挖掘是本次调查中使用的一种技术。算法C4.5分类的概念,可以将最高熵和增益值的结果建模为决策树,目的是获得的结果可以指导gojek合作伙伴服务和增加客户。考虑分类结果,C4.5算法证明准确率达到75.33%,其中成为满意度评估的因素是有形的、可靠的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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