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
140 PDF Views | 67 PDF Downloads
Click below to Watch Video Lecture of Above Article
Similar Articles with Keyword 'Decision tree'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
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
Comparative Studies, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2120 - 2123Comparative Study on Heart Disease Prediction System Using Data Mining Techniques
T. Revathi, S. Jeevitha
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1021 - 1023Privacy Preserving Mining Based Framework for Analyzing the Patient Behavior
Dhanashree M. Patil, Dnyaneshwar A. Rokade
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015
Pages: 2110 - 2113Survey Paper on Data Mining Using Neural Network
Rasika P. Ghom, N. R. Chopde
Similar Articles with Keyword 'K nearest neighbor'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
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
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
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016
Pages: 1740 - 1742Classification and Forecasting of Weather using ANN, k-NN and Na?ve Bayes Algorithms
Nishchala C. Barde, Mrunalinee Patole
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 8, August 2020
Pages: 281 - 286Cancer Prediction Using Machine Learning Algorithms
Mohit Agrawal
Similar Articles with Keyword 'Machine Learning'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1888 - 1890Spammer Detection and Identification on Social Network Using Machine Learning
Dr. Shameem Akhter, Noorain Saba
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 8, August 2020
Pages: 973 - 977Climate Change Analysis Using Machine Learning
Himanshu Vishwakarma
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 1, January 2016
Pages: 1967 - 1970Survey on Recommender System using Distributed Framework
Sonali B. Ghodake, R. S. Paswan
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 2630 - 2634A Review on Identifying the Main Content From Web Pages
Madhura R. Kaddu, Dr. R. B. Kulkarni
Similar Articles with Keyword 'Support vector'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
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
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 8, August 2020
Pages: 973 - 977Climate Change Analysis Using Machine Learning
Himanshu Vishwakarma
Research Paper, Computer Science & Engineering, India, Volume 2 Issue 5, May 2013
Pages: 123 - 128Hybrid Approach For Image Search Reranking
Sabitha M G, R Hariharan
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 517 - 521Implementation of Digital Signature Verification Using Relative Slope Algorithm
P. N. Ganorkar, Kalyani Pendke, Hemant Turkar
Similar Articles with Keyword 'Accuracy'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 8, August 2020
Pages: 973 - 977Climate Change Analysis Using Machine Learning
Himanshu Vishwakarma
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015
Pages: 2294 - 2298Effective Approach for Localizing Jammers in Wireless Sensor Network
Ashwini S. Chimankar, V. S. Nandedkar
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 482 - 484Vehicle Registration using Computer Vision
Vishal Singh, Anuj Kumar Bharti
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1907 - 1913Human Gait Recognition Using Multisvm Classifier
Saranya Sasidharan, Smitha K S, Minu Thomas
Similar Articles with Keyword 'Logistic Regression'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
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
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1532 - 1535Analysis of Speech Signal with Linear and Quadratic Discriminant Analysis: A Fundamental Approach
Jeevant Singh Gaharwar, Samta Gajbhiye
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1472 - 1476Performance Analysis of Diabetes Prediction by using different Machine Learning Algorithms
Aakash Singh
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 750 - 754Handwritten English Character Recognition Using Logistic Regression and Neural Network
Tapan Kumar Hazra, Rajdeep Sarkar, Ankit Kumar
Similar Articles with Keyword 'Naïve Bayes'
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020
Pages: 1454 - 1458Heart Disease Prediction with Machine Learning Approaches
Megha Kamboj
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 4, April 2020
Pages: 1653 - 1655Breast Cancer Diagnosis and Prediction Using Machine Learning Algorithm
Shilpa M, C. Nandini
Research Paper, Computer Science & Engineering, India, Volume 9 Issue 8, August 2020
Pages: 338 - 342Fake News Detection Using Machine Learning Algorithms
Jagrati Sahu