Decentralized Chronic Kidney Disease predictor
We have made this decentralized CKD prediction application using machine learning . In ml we used the decsion tree algorithm to predict the disease taking input Blood Urea , serum creatanine , bp etc
Decentralized Chronic Kidney Disease predictor
We have made this decentralized CKD prediction application using machine learning . In ml we used the decsion tree algorithm to predict the disease taking input Blood Urea , serum creatanine , bp etc
The problem Decentralized Chronic Kidney Disease predictor solves
This webapp was developed using Flask Web Framework. The models used to predict the diseases were trained on large Datasets. All the links for datasets and the python notebooks used for model creation are mentioned in the repo readme.
Challenges we ran into
we ran into couple of challenges some of them were-
it was hard to decide the that which algorithm we should decide to classify whether the person is suffering from chronic disease or not.
their was also an unwanted error which was popping again and again that Panda's library isnt installed even though it was installed in the environment pakages of this project.
Technologies used
Discussion