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Title: :  Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques
PaperId: :  25253
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 6 2024
DUI:    16.0415/IJARIIE-25253
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sandeep Singh Sikarwarsrk
dinesh kumar sahusrk

Abstract

Machine Learning
Support Vector Machine, Neural Network, Classification, Heart Disease, Naïve Bayes, PCA
-This paper gives an endeavor to productively arrange and foresee heart illnesses at a beginning phase with high exactness and execution measures. The huge commitment of this exposition is isolated into two sections. Initial, a powerful way to deal with prior location and grouping of coronary illness is portrayed. Next, a fourier change based clinical proposal model is introduced for the previous conclusion of heart diesease. Supervised machine learning classifiers can be categorized into multiple types. These types include naïve Bayes, linear discriminant analysis (LDA) and quadratic discriminant analysis (QDA), generalized linear models, stochastic gradient descent, support vector machine (SVM), linear support vector classifier (Linear SVC) decision trees, neural network models, nearest neighbours and ensemble methods. The ensemble methods combine weak learners to create strong learners. In this paper the implemented result with the help of hybid Naïve Bayes Machine Learning and principal component analysis (PCA) algorithms.

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IJARIIE Sandeep Singh Sikarwar, and dinesh kumar sahu. "Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 6 2024 Page 1-7
MLA Sandeep Singh Sikarwar, and dinesh kumar sahu. "Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 10.6(2024) : 1-7.
APA Sandeep Singh Sikarwar, & dinesh kumar sahu. (2024). Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education, 10(6), 1-7.
Chicago Sandeep Singh Sikarwar, and dinesh kumar sahu. "Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 6 (2024) : 1-7.
Oxford Sandeep Singh Sikarwar, and dinesh kumar sahu. 'Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, 2024, p. 1-7. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Enhance_Accuracy_of_Medical_Disease_Prediction_Using_Machine_Learning_Techniques_ijariie25253.pdf (Accessed : 22 December 2024).
Harvard Sandeep Singh Sikarwar, and dinesh kumar sahu. (2024) 'Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques', International Journal Of Advance Research And Innovative Ideas In Education, 10(6), pp. 1-7IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Enhance_Accuracy_of_Medical_Disease_Prediction_Using_Machine_Learning_Techniques_ijariie25253.pdf (Accessed : 22 December 2024)
IEEE Sandeep Singh Sikarwar, and dinesh kumar sahu, "Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 6, pp. 1-7, Nov-Dec 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Enhance_Accuracy_of_Medical_Disease_Prediction_Using_Machine_Learning_Techniques_ijariie25253.pdf [Accessed : 22 December 2024].
Turabian Sandeep Singh Sikarwar, and dinesh kumar sahu. "Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 6 (22 December 2024).
Vancouver Sandeep Singh Sikarwar, and dinesh kumar sahu. Enhance Accuracy of Medical Disease Prediction Using Machine Learning Techniques. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : 22 December 2024]; 10(6) : 1-7. Available from: https://ijariie.com/AdminUploadPdf/Enhance_Accuracy_of_Medical_Disease_Prediction_Using_Machine_Learning_Techniques_ijariie25253.pdf
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