Paper Title
EARLIER PREDICTION AND DETECTION OF CERVICAL CANCER USING BAGGING CLASSIFIER WITH LOGISTIC REGRESSION ALGORITHMS
Article Identifiers
Authors
Dr D J Samatha Naidu , B. Haritha
Keywords
EARLIER PREDICTION AND DETECTION OF CERVICAL CANCER USING BAGGING CLASSIFIER WITH LOGISTIC REGRESSION ALGORITHMS
Abstract
CERVICAL CANCER is one of such diseases which cannot be diagnosed earlier stages but this symptom nature of the diseases has become the challenging for the patient researchers and practitioners. A human body usually produces millions of cells to replace the inactive and dead cells in the body. If this body. If this production of cell produces and predictably, they will turn into tumors. This type of cancer which will be formed of the service of women in their women. In this earlier stages if we diagnostic then it is to cure than risk factories high. The existing works focusing on stack enable algorithms. The using that they can identify In the proposed system proposing bagging classifier technique which takes heterogeneous base learners along with logistic regression, random forest and meta learners SVM algorithms are used for predicting the cervical cancer from various risk factors, the applying proposed algorithms data balancing and acquire the future knowledge extension can be done to improve to overall accuracy of final model. Imputation of missing values as to be consider for biopic variables.Various data balancing techniques work be implemented type-2 errors has been included.The computational time can be reduced compared to any other algorithms such as LR, KNN, DTD, RF.
Downloads
How To Cite (APA)
Dr D J Samatha Naidu & B. Haritha (May-2024). EARLIER PREDICTION AND DETECTION OF CERVICAL CANCER USING BAGGING CLASSIFIER WITH LOGISTIC REGRESSION ALGORITHMS. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(5), b110-b115. https://ijnrd.org/papers/IJNRD2405117.pdf
Issue
Volume 9 Issue 5, May-2024
Pages : b110-b115
Other Publication Details
Paper Reg. ID: IJNRD_219693
Published Paper Id: IJNRD2405117
Downloads: 000121978
Research Area: Engineering
Country: -, -, India
Published Paper PDF: https://ijnrd.org/papers/IJNRD2405117.pdf
Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2405117
About Publisher
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 | IJNRD.ORG | IJNRD.COM | IJPUB.ORG
Licence
This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition
Publication Timeline
Article Preview: View Full Paper
Call For Paper
IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.
The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.
Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.
How to submit the paper?
By Our website
Click Here to Submit Paper Online
Important Dates for Current issue
Paper Submission Open For: October 2025
Current Issue: Volume 10 | Issue 10 | October 2025
Impact Factor: 8.76
Last Date for Paper Submission: Till 31-Oct-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: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.
Subject Category: Research Area
Call for Paper: More Details
