Using ID3 Decision Tree Algorithm to the Student Grade Analysis and Prediction

Abstract

Data mining techniques play an important role in data analysis. For the construction of a classification model which could predict performance of students, particularly for engineering branches, a decision tree algorithm associated with the data mining techniques have been used in the research. A number of factors may affect the performance of students. Data mining technology which can related to this student grade well and we also used classification algorithms prediction. In this paper, we used educational data mining to predict students final grade based on their performance. We proposed student data classification using ID3 Iterative Dichotomiser 3 Decision Tree Algorithm Khin Khin Lay | San San Nwe "Using ID3 Decision Tree Algorithm to the Student Grade Analysis and Prediction" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26545.pdfPaper URL: https://www.ijtsrd.com/computer-science/data-miining/26545/using-id3-decision-tree-algorithm-to-the-student-grade-analysis-and-prediction/khin-khin-lay

Authors and Affiliations

Keywords

Related Articles

Design of High Speed and Power Optimized Sense Amplifier using Deep Nano CMOS VLSI Technology

during this paper weve designed quicker and Power economical Sense electronic equipment for CMOS SRAM exploitation VLSI Technology i.e. primarily schematic of sense electronic equipment is intended and simulated exploita...

Effect of Covid 19 on Tourism Industry

As covid 19 is on its path of disrupting and damaging world economies, the economy of India is also not unaffected. With this review paper it has been tried to find the various impacts of lockdown and covid 19 on tourism...

Performance Enhancement of Information Hiding in FM and AM with Rician Channel

In hands-free telephony and in teleconference systems, the main aim is to provide a good free voice quality when two or more people communicate from different places. The problem often arises during the conversation is t...

Guerrilla Marketing Practices and Customer Satisfaction of Selected Banks in Lagos State, Nigeria

Several banks do not adequately understand their customers’ needs and preferences, which has led to customer dissatisfaction. Their marketing strategies are not correctly aligned to ensure customer satisfaction. They ass...

Automatic Plant Irrigation System

Agriculture is the source of living of majority Indians and it also has a countless influence on economy of the country. The objective of our project is to reduce this manual involvement by the farmer by using an automat...

Download PDF file
  • EP ID EP629128
  • DOI 10.31142/ijtsrd26545
  • Views 109
  • Downloads 0

How To Cite

(2019). Using ID3 Decision Tree Algorithm to the Student Grade Analysis and Prediction. International Journal of Trend in Scientific Research and Development, 3(5), 1392-1395. https://europub.co.uk/articles/-A-629128