Heart disease prediction and Kidney disease prediction. The whole code is built on different Machine learning techniques and built on website using Django

Home Page: https://whispering-hamlet-89328.herokuapp.com/

Python 27.49% HTML 7.56% Jupyter Notebook 64.95%

machine-learning django knn-classification random-forest decision-trees logistic-regression svm-classifier navies-bayes-classifer heart-disease-prediction kidney-disease-prediction

heart-and-kidney-disease-prediction-django's Introduction

Heart and Kidney Disease Prediction System using machine learning

The aim of this project is to predict heart and Kidney disease using data mining techniques and machine learning algorithms.This project implements 6 classificiation models using scikit-learn: Logistic Regression, Naïve Bayes, Support Vector Classifier,KNN, Nerual Network and Decision Tree Model to investigate their performance on heart and kidney disease datasets obtained from the UCI data repository and from Kaggle.com.

All the machine learning features can be viewed here: Machine Learning features for Heart and Machine Learning features for Kidney

It supports following features:

Login/ Sign Up
Viewing and Editing Profile.
User can enter the values of various parameters on the basis of which his risk factor will be calculated using machine learning algorithms.

Quick start

(optional) create virtual env ex. mkvirtualenv mytest_env
pip install -r requirements.txt
python manage.py migrate
python manage.py runserver

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heart-and-kidney-disease-prediction-django's Issues

Pls update the requirements.txt file

While downloading the requirements.txt file it showing many errors pls update it and send it bro

KeyError on clicking predict

Traceback (most recent call last):
File "C:\Users\Lenovo\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\handlers\exception.py", line 47, in inner
response = get_response(request)
File "C:\Users\Lenovo\AppData\Local\Programs\Python\Python36\lib\site-packages\django\core\handlers\base.py", line 181, in _get_response
response = wrapped_callback(request, *callback_args, **callback_kwargs)
File "C:\Users\Lenovo\AppData\Local\Programs\Python\Python36\lib\site-packages\django\contrib\auth\decorators.py", line 21, in _wrapped_view
return view_func(request, *args, **kwargs)
File "C:\Users\Lenovo\OneDrive\Desktop\Heart-and-Kidney-disease-prediction-Django-master\predict_risk\views.py", line 32, in PredictRisk
SVCClassifier,LogisticRegressionClassifier,NaiveBayesClassifier,DecisionTreeClassifier,NeuralNetworkClassifier,KNNClassifier=GetAllClassifiersForHeart()
File "C:\Users\Lenovo\OneDrive\Desktop\Heart-and-Kidney-disease-prediction-Django-master\predict_risk\data_provider.py", line 32, in GetAllClassifiersForHeart
return (GetSVCClassifierForHeart(),GetLogisticRegressionClassifierForHeart(),GetNaiveBayesClassifierForHeart(),GetDecisionTreeClassifierForHeart(),GetDeepLearningClassifierForHeart(),GetKNNClassifierForHeart())
File "C:\Users\Lenovo\OneDrive\Desktop\Heart-and-Kidney-disease-prediction-Django-master\predict_risk\data_provider.py", line 35, in GetSVCClassifierForHeart
return GetJobLibFile(config['heart']['SVC'])
File "C:\Users\Lenovo\OneDrive\Desktop\Heart-and-Kidney-disease-prediction-Django-master\predict_risk\data_provider.py", line 20, in GetJobLibFile
return joblib.load(os.path.join(dir, filepath))
File "C:\Users\Lenovo\AppData\Local\Programs\Python\Python36\lib\site-packages\joblib\numpy_pickle.py", line 587, in load
obj = _unpickle(fobj, filename, mmap_mode)
File "C:\Users\Lenovo\AppData\Local\Programs\Python\Python36\lib\site-packages\joblib\numpy_pickle.py", line 506, in _unpickle
obj = unpickler.load()
File "C:\Users\Lenovo\AppData\Local\Programs\Python\Python36\lib\pickle.py", line 1050, in load
dispatchkey[0]

Exception Type: KeyError at /predict/15
Exception Value: 0

venkateshbh99 / heart-and-kidney-disease-prediction-django Goto Github PK

heart-and-kidney-disease-prediction-django's Introduction

Heart and Kidney Disease Prediction System using machine learning

Quick start

heart-and-kidney-disease-prediction-django's People

Contributors

Stargazers

Watchers

Forkers

heart-and-kidney-disease-prediction-django's Issues

Pls update the requirements.txt file

KeyError on clicking predict

Requirement.txt

Accuracy of Model(s) and Login Credentials not mentioned on readme.MD

Errors while installing Requirements.txt

login credentials

can you help me with this !

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