CKD_Prediction
- 0 Collaborators
Loss of renal function is the hallmark symptom of chronic kidney disease. The signs of the disease are not often obvious, and yet it is responsible for the loss of a substantial number of lives each year. The disease is being predicted by using supervised classification learning in this project. ...learn more
Project status: Published/In Market
Intel Technologies
oneAPI
Overview / Usage
Chronic kidney disease and renal failure are both difficult conditions to cure, and treatment is rarely successful. On the other hand, fewer than 5% of individuals diagnosed with early CKD report being aware of their disease. The usage of techniques from artificial intelligence can be applied to forecast diseases based on the data that is available from patients.
Methodology / Approach
The dataset used is obtained from kaggle,it is imported to the notebook.There are some missing values found in the data and is replaced with mean value. .We have splitted the data into train and test sets and validated it withdifferent machine learning algorithms.
Technologies Used
oneAPI,Python