In this project, different machine learning approaches are used to detect the diabetes in patients using the PIMA Indians diabetes dataset.

Decision Tree applied to a diabetes database

We run the dataset of Pima indians through different learnt Machine Learning techniques using R and then interpreting the results in terms of our research questions and purpose. From this, we were able to deduce the best algorithm as well as the most influential variables for the onset of diabetes with proper mathematical reasoning provided.

Pima Diabetes Outcome

The goal of this project is to predict whether a patient reported is diabetic or not based on diagnostic measures using a Machine Learning algorithm. We are focusing on KNN Classifier for this problem.

Building Artificial Neural Network Using Tensorflow & Keras

Data Analysis and Classification of Pima Indian Women's Diabetes in 1988

Diabetes Prediction using Logistic Regression & Neural Networks 🏥

In this project, our goal is to Predict the onset of diabetes based on diagnostic measures using a Machine Learning algorithm. We are focusing on KNN Classifier for this problem.

Crystal SHAINet example using Pima Indians dataset for Diabetes

Predicting whether a person is diabetic or not based on given data using Neural Networks

Classification of Pima Indian Diabetes dataset using neural networks.

Diabetes Prediction using Decision Tree Algorithm - Machine Learning Project - Pima Indians Diabetes Database - Jupyter Notebook - Python

Personal project using Pima Indians Diabetes to analyse it and make predictions using Machine Learning techniques.

Using diagnostic measures to predict diabetes in females +21 years old of Pima Native American heritage.

Detailed Exploratory Data Analysis and Diabetes Prediction on PIMA Indian Dataset using machine learning models

To explore the given dataset for all basic statistics such as the distributions, correlations, outliers, missing values, etc.

Implementation of a simple ML classification algorithm K-Nearest Neighbors from scratch. It is used to predict Diabetes based on PIMA Indian Dataset

Deep Learning Projects