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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Disease Prediction Using Machine Learning |
| Authors Name: | Khushal Kailash Hinduja , Aejazul Khan |
| Unique Id: | IJSDR2306191 |
| Published In: | Volume 8 Issue 6, June-2023 |
| Abstract: | Machine Learning is used across many ranges around the world. The healthcare industry is no exclusion. Machine Learning can play an essential role in predicting presence/absence of locomotors disorders, Heart diseases and more. Such information, if predicted well in advance, can provide important intuitions to doctors who can then adapt their diagnosis and dealing per patient basis. We work on predicting possible Heart Diseases and Diabetic Risk in people using Machine Learning algorithms. In this project we perform the comparative analysis of classifiers like Decision Tree, Logistic Regression, Random Forest and Support Vector Machine and we propose an ensemble classifier which perform hybrid classification by taking strong and weak classifiers since it can have multiple number of samples for training and validating the data. |
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| Cite Article: | "Disease Prediction Using Machine Learning", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 6, page no.1381 - 1391, June-2023, Available :http://www.ijsdr.org/papers/IJSDR2306191.pdf |
| Downloads: | 000346983 |
| Publication Details: | Published Paper ID: IJSDR2306191 Registration ID:207334 Published In: Volume 8 Issue 6, June-2023 DOI (Digital Object Identifier): Page No: 1381 - 1391 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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