EFFECTUAL ILLNESS ANALYSIS USING HURISTIC CLASSIFICATION METHODOLOGIES IN DATAMINING

EFFECTUAL ILLNESS ANALYSIS USING HURISTIC CLASSIFICATION METHODOLOGIES IN DATAMINING

Registration ID: IJNRD_181537

Published ID: IJNRD2205188

DOI: Click Here to Get

Dr.Vineetha K R , Muhsina K P

Keywords:Data Minining,SEER,WEKA,Breast cancer survivability

: Several combinations of database and machine learning approaches are used to extract hidden and unknown patterns from massive data sets. Data mining is essential for dealing with large amounts of data. Data mining is concerned with data heterogeneity ,and correctness. Furthermore, medical data mining is an extremely essential research subject, and substantial efforts have in this area in recent years since accuracy in medical data systems can lead to seriously deceptive medical treatments. Suitable mining methods should be used to examine medical data collections. Data mining techniques have been employed in constructing medical systems for disease prediction using a set of medical data sets to execute related tasks. In this an examination of the survivability rate prediction of breast cancer patients using data mining approaches is presented in this paper. SEER Public-Use Data was used as the source of information. The preprocessed data collection contains 151,886 records, each of which has all 16 fields from the SEER database. We looked into three data mining methods: Nave Bayes, back-propagated neural networks, and C4.5 decision tree algorithms. These algorithms have been used in a number of experiments. The achieved prediction results are comparable to those of other methods. However, we discovered that the C4.5 method performs far better than the other two strategies.

Published Paper   E-Certificate

"EFFECTUAL ILLNESS ANALYSIS USING HURISTIC CLASSIFICATION METHODOLOGIES IN DATAMINING", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.7, Issue 5, page no.1426-1430, May-2022, Available :https://ijnrd.org/papers/IJNRD2205188.pdf

Volume 7 Issue 5, May-2022

Pages : 1426-1430

Paper Reg. ID: IJNRD_181537

Published Paper Id: IJNRD2205188

Downloads: 000121128

Research Area: Science & Technology

Country: Palakkad, Kerala, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2205188.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2205188

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

IJNRD is Scholarly open access journals, Peer-reviewed, and Refereed Journals, High Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool), Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) with Open-Access Publications.

INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

Indexing In Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar | AI-Powered Research Tool, Microsoft Academic, Academia.edu, arXiv.org, Research Gate, CiteSeerX, ResearcherID Thomson Reuters, Mendeley : reference manager, DocStoc, ISSUU, Scribd, and many more

How to submit the paper?

Important Dates for Current issue

Paper Submission Open For: August 2025

Current Issue: Volume 10 | Issue 8

Last Date for Paper Submission: Till 31-Aug-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: International Peer-reviewed, Refereed, and Open Access Journal.

Subject Category: Research Area