Search results with tag "Using machine learning"
DIABETES PREDICTION USING MACHINE LEARNING
www.ijser.orgdiabetes using machine learning techniques. With rapid development of machine learning, machine learning has been applied in many aspects of medical health. In this study, we are using some popular machine learning algorithms namely, Random Forest, K-Nearest Neighbor (KNN), Decision Tree (DT) and Logistic Regression to predict diabetes mellitus.
PREDICTION OF DISEASE USING MACHINE LEARNING
www.irjet.netDiabetes, Malaria, Jaundice, Dengue, and Tuberculosis. Key Words: Logistic Regression, Naïve Bayes Classifier, Decision Tree, Machine Learning. 1. INTRODUCTION Machine Learning is the domain that uses past data for predicting. Machine Learning is the understanding of computer system under which the Machine Learning
Disease Prediction Using Machine Learning
www.irjet.netmedical care. Hence machine learning when implemented in healthcare can leads to increased patient satisfaction. The k-mean algorithm is used to predict diseases using patient treatment history and health data. 2. EXISTING SYSTEM Prediction using traditional disease risk model usually involves a machine learning and supervised learning
Diabetes Prediction using Machine Learning Techniques
www.ijert.orgattributes of diabetes for prediction of diabetes disease. Muhammad Azeem Sarwar et al. [10] proposed study on prediction of diabetes using machine learning algorithms in healthcare they applied six different machine learning algo-rithms Performance and accuracy of the applied algorithms is discussed and compared.
Crime Prediction and Analysis Using Machine Learning
www.irjet.net1.3 The aim of this project is to make crime prediction using the features present in the dataset. The dataset is extracted from the official sites. With the help of machine learning algorithm, using python as core we can predict the type of crime which will occur in a particular area. 1.4 The objective would be to train a model for prediction.
COVID-19 Trend Analysis using Machine Learning Techniques
www.ijser.orgCOVID-19, Machine Learning, Prediction, Data Dashboard. 1. INTRODUCTION . This project is one of the coronavirus related theme projects. It is a machine learning based website for a data dashboard. A data dashboard is an information management tool that visually tracks, analyses and displays key performance indicators
Prediction of Heart Disease Using Machine Learning …
ijirt.orgcondition using UCI machine learning repository dataset. The result of this study indicates that the Random Forest algorithm is the most efficient algorithm with accuracy score of 90.16% for prediction of heart disease. In future the work are often …
Predicting Diabetes in Medical Datasets Using Machine ...
www.ijser.orgUsing Machine Learning Techniques Uswa Ali Zia, Dr. Naeem Khan . Abstract-Healthcare industry contains very large and sensitive data and needs to be handled very carefully. Diabetes Mellitus is one of the growing extremely fatal diseases all over the world. Medical professionals want a reliable prediction system to diagnose Diabetes.