Implementation and Evaluation of Rule Induction Algorithm with Association Rule Mining: A study in life insurance
Journal Title: INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY - Year 2013, Vol 4, Issue 1
Abstract
Data Mining: extracting useful insights from large and detailed collections of data. With the increased possibilities in modern society for companies and institutions to gather data cheaply and efficiently, this subject has become of increasing importance. This interest has inspired a rapidly maturing research field with developments both on a theoretical, as well as on a practical level with the availability of a range of commercial tools. In this research work we use rule induction in data mining to obtain the accurate results with fast processing time. We using decision list induction algorithm to make order and unordered list of rules to coverage of maximum data from the data set. Using induction rule via association rule mining we can generate number of rules for training dataset to achieve accurate result with less error rate. We also use induction rule algorithms like confidence static and Shannon entropy to obtain the high rate of accurate results from the large dataset. This can also improves the traditional algorithms with good result.
Authors and Affiliations
Kapil Sharma, Sheveta Vashisht, Heena Sharma, Jasreena kaur Bains, Richa Dhiman
Keywords
Related Articles
- EP ID EP649967
- DOI 10.24297/ijct.v4i1c.3120
- Views 89
- Downloads 0
FOCUSED CRAWLING TECHNIQUES
The need for more and more specific reply to a web search query has prompted researchers to work on focused web crawling techniques for web spiders. Variety of lexical and link based approaches of focused web crawling ar...
ANNOTATIONS IN E-LEARNING
Web-based learning has become an important way to enhance learning and teaching, offering many learning opportunities. A limitation of current Web-based learning is the restricted ability of students to personalize and a...
Service-Oriented Architecture In Automation Industries
This paper addresses issues and difficulties in the advancement of cutting edge installed gadgets, applications and its administration that Service-Oriented Architecture (SOA) handles in Automation Industries (AI).Becaus...
Extracting and Selecting Meaningful Features from Mammogram Digital Image Using Factor Analysis Technique
Breast cancer is the most common cancer in women around the world. Various countries including the United Arab Emirates (UAE) offer asymptomatic screening for the disease. The interpretation of mammograms is a very chall...
Performance Analysis of Biscuit Manufacturing Plant in Steady State Using Fuzzy Availability
This paper deals with the performance analysis of biscuit manufacturing plant consisting of six sub-systems using fuzzy availability in the steady state. These six sub-systems are arranged in series and parallel configur...