Call for Papers:Vol.8 Issue.3

Submission
Last date		 30-Jun-2022
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-8,Issue-3. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  CKD and stage prediction using Navie bayes and C4.5 algorithm
PaperId: :  8087
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 4 Issue 2 2018
DUI:    16.0415/IJARIIE-8087
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shobhitha LankeshwarNational Institute of Engineering
Triveni SNational Institute of Engineering
Tanisha P PrasadNational Institute of Engineering

Abstract

computer engineering
Data mining , Naive bayes technique and C4.5
Data mining is the process of extracting hidden information from massive dataset, categorizing valid and unique patterns in data . There are many data mining techniques like clustering, classification, association analysis, regression etc. The objective of our project is to project Chronic Kidney Disease(CKD) using classification techniques like Naive Bayes and Artificial Neural Network(ANN). The experimental results implemented showed that Naive Bayes produce more accurate results than Artificial Neural Network.Naive Bayes is a probabilistic classifier based on Bayes theorem. It assumes variables are independent of each other. The algorithm is easy to build and works well with huge data sets. It has been used because it makes use of small training data to estimate the parameters important for classification. Naive Bayes classifies the patients to one of the two classes: CKD or NOT CKD. The Artificial Neural Network (ANN) is a computational model inspired by structure and function of biological neural network. It is an interconnection of artificial neurons that processes information using connected links. It has been used as it works well with noisy data and processes both numeric and categorical data.The current system uses GFR technique for stage prediction, which considers only three constraints for the prediction of the stage , hence less accurate. Stage prediction is one of the challenging tasks in today's medical field and it is the area of concern. Proposed system uses C4.5 technique for the stage prediction, which considers all the 24 constraints unlike GFR technique.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. "CKD and stage prediction using Navie bayes and C4.5 algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 4 Issue 2 2018 Page 3078-3083
MLA Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. "CKD and stage prediction using Navie bayes and C4.5 algorithm." International Journal Of Advance Research And Innovative Ideas In Education 4.2(2018) : 3078-3083.
APA Shobhitha Lankeshwar, Triveni S, & Tanisha P Prasad. (2018). CKD and stage prediction using Navie bayes and C4.5 algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 4(2), 3078-3083.
Chicago Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. "CKD and stage prediction using Navie bayes and C4.5 algorithm." International Journal Of Advance Research And Innovative Ideas In Education 4, no. 2 (2018) : 3078-3083.
Oxford Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. 'CKD and stage prediction using Navie bayes and C4.5 algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, 2018, p. 3078-3083. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/CKD_and_stage_prediction_using_Navie_bayes_and_C4_5_algorithm_ijariie8087.pdf (Accessed : 10 April 2019).
Harvard Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. (2018) 'CKD and stage prediction using Navie bayes and C4.5 algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 4(2), pp. 3078-3083IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/CKD_and_stage_prediction_using_Navie_bayes_and_C4_5_algorithm_ijariie8087.pdf (Accessed : 10 April 2019)
IEEE Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad, "CKD and stage prediction using Navie bayes and C4.5 algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 4, no. 2, pp. 3078-3083, Mar-App 2018. [Online]. Available: http://ijariie.com/AdminUploadPdf/CKD_and_stage_prediction_using_Navie_bayes_and_C4_5_algorithm_ijariie8087.pdf [Accessed : 10 April 2019].
Turabian Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. "CKD and stage prediction using Navie bayes and C4.5 algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 4 number 2 (10 April 2019).
Vancouver Shobhitha Lankeshwar, Triveni S, and Tanisha P Prasad. CKD and stage prediction using Navie bayes and C4.5 algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2018 [Cited : 10 April 2019]; 4(2) : 3078-3083. Available from: http://ijariie.com/AdminUploadPdf/CKD_and_stage_prediction_using_Navie_bayes_and_C4_5_algorithm_ijariie8087.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 4/10/2019 11:54:36 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Image Colourization (using Machine Learning)Computer Science & EngineeringAkash Download
Real-Time Age, Sex and Emotion Detection (Using Deep Learning)Computer Science & EngineeringRitesh Kumar Dubey Download
Public Opinion analysis using NLPComputer Science and EngineeringVikas Maurya Download
An Approach to Quantify the COVID-19 Content in Online Health Opinion ConflictsComputer Science & EngineeringVarada Akash Download
Digital Content Editor with Markdown SupportComputer Science and EngineeringSourodeep Ghosh Roy Download
A Literature Review On Algorithm VisualizersComputer ScienceKush Gupta Download
SECURE ATM TRANSACTION USING FACE RECOGNITION AND OTPComputer Science and EngineeringPrakash Hongal Download
Cryptocurrency- An Era Of Digital CurrencyComputer Engineering Vatan Mishra Download
FAKE IMAGE DETECTION USING MACHINE LEARNINGComputer Science EngineeringVaibhav Kishore Download
SPEECH EMOTION RECOGNITION USING DEEP LEARNINGComputer Science EngineeringVandana Singh Download
AIR COMPONENT ANALYSIS USING SARIMA MODELComputer Science and EngineeringArvind Chaudhary Download
A METHOD OF MODELING SLABComputer science and engineeringVu Thi Tham Download
AN IOT BASED APPROCH FOR MEASURING AIR POLLUTION LEVELComputer Science And EngineeringShital Patil Download
Genuine Product Verification System using Blockchain TechnologyComputer ScienceDr N V Shibu Download
A Critical Review of Data WarehouseComputer Science EngineeringMohd Faizan Siddiqui Download
12