Downloads: 510 | Weekly Hits: ⮙3 | Monthly Hits: ⮙5
Research Paper | Computer Science & Engineering | India | Volume 9 Issue 7, July 2020
Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Heart is the most essential or crucial portion of our body. Heart is used to maintain and conjugate blood in our body. There are a lot of cases in the world related to heart diseases. People are leading to death due to heart disease. Various symptoms like chest pain, fasting of heartbeat and so on are mentioned. The health care industries found a large amount of data. This paper gives the idea of predicting heart disease using machine learning algorithms. Here, we will use various machine learning algorithms such as support vector classifier, random forest, knn, naïve bayes, decision tree and logistic regression. The algorithms are used on the basis of features and for predicting the heart disease. This paper uses different machine learning algorithms for comparing the accuracy among them.
Keywords: Coronary artery disease, Decision tree, K nearest neighbor, Machine Learning, Support vector, Accuracy, Logistic Regression, Naïve Bayes
Edition: Volume 9 Issue 7, July 2020
Pages: 1454 - 1458
How to Cite this Article?
Megha Kamboj, "Heart Disease Prediction with Machine Learning Approaches", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SR20724113128, Volume 9 Issue 7, July 2020, 1454 - 1458
Click below to Watch Video Lecture of Above Article
Similar Articles with Keyword 'Decision tree'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021
Pages: 421 - 424Comparative Analysis of AI Techniques in the Prediction of Heart Disease
Irtiqa Dhar
Similar Articles with Keyword 'K nearest neighbor'
Downloads: 104
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2457 - 2462Erection Trusted and Effective Request Services in the Cloud with RASP Data Perturbation
Rashmi Kadu, Sonali Patil
Downloads: 121
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 1393 - 1398Human Gait Recognition Based on Gait Energy Image
Mayur Popade, Anita Thengade
Similar Articles with Keyword 'Machine Learning'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 1
Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 716 - 720A Comprehensive Study of Elasticsearch
Nikita Kathare, O. Vinati Reddy, Dr. Vishalakshi Prabhu
Similar Articles with Keyword 'Support vector'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 47
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021
Pages: 1682 - 1686Support Vector Machine Based MRI Brain Tumor Detection
Nazima Yousuf, Mrigana Walia
Similar Articles with Keyword 'Accuracy'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 36
Student Project, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021
Pages: 1677 - 1680Detecting Pneumonia from X-Ray Images using Deep Learning
Deep Piyushkumar Patel
Similar Articles with Keyword 'Logistic Regression'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 101 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020
Pages: 759 - 761Empirical Study of Fake Reviews Detection of Online Reviews from E-Commerce Website
Phani K. Cheruku, Atul Kumar
Similar Articles with Keyword 'Nave Bayes'
Downloads: 107
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 1954 - 1957Proposed Techniques to Remove Flaming Problems from Social Networking Sites and outcome of Na?ve Bayes Classifier for Detection of Flames
Vishakha Mal, Dr. A. J. Agrawal
Downloads: 111
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015
Pages: 954 - 958A Literature Survey on Contrast Data Mining
Dinkal Shah, Narendra Limbad
Similar Articles with Keyword 'disease'
Downloads: 1
Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021
Pages: 1717 - 1724Krashi Prabhandak (Agricultural Manager)
Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu
Downloads: 1
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021
Pages: 421 - 424Comparative Analysis of AI Techniques in the Prediction of Heart Disease
Irtiqa Dhar
Similar Articles with Keyword 'Decision'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 0
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 8, August 2021
Pages: 1068 - 1070Predicting the Course Knowledge Level of Students using Data Mining Techniques
Thapaswini P S
Similar Articles with Keyword 'tree'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 105 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1751 - 1754Joining Delay; Packet Delivery and Limitations of EGMP
G. Anandhi, Dr. S. K. Srivatsa
Similar Articles with Keyword 'K'
Downloads: 174 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016
Pages: 1523 - 1527Multifunctional Remote Controlled Robot Using Android Application
T. A. Mithu, T. S. Reddy
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Similar Articles with Keyword 'nearest'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 99
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 2253 - 2256Survey on Hubness - Based Clustering Algorithms
Nikita Dhamal, Antara Bhatttacharya
Similar Articles with Keyword 'neighbor'
Downloads: 2
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1380 - 1382A Literature Review of Enhancing Security in Mobile Ad-Hoc Networks Using Trust Management Security Scheme
Rajshree Ambatkar, Purnima Selokar
Downloads: 86
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013
Pages: 297 - 300Balancing the Trade-Offs between Data Availability and Query Delay in MANETs
Umar I. Masumdar, N. S. Killarikar
Similar Articles with Keyword 'Machine'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 86 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 1626 - 1628Image Noise Reduction with Autoencoder using Tensor Flow
Jai Sehgal, Dr Yojna Arora
Similar Articles with Keyword 'Learning'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 86 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020
Pages: 1626 - 1628Image Noise Reduction with Autoencoder using Tensor Flow
Jai Sehgal, Dr Yojna Arora
Similar Articles with Keyword 'Support'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 105 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014
Pages: 1751 - 1754Joining Delay; Packet Delivery and Limitations of EGMP
G. Anandhi, Dr. S. K. Srivatsa
Similar Articles with Keyword 'vector'
Downloads: 134 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020
Pages: 457 - 461Artificial Intelligence for Hiring
Ishan Borker, Ashok Veda
Downloads: 2
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021
Pages: 720 - 724Review on Deep Learning and IoT Techniques on Corono Virus
Mansi Kambli