/Diabetes_by-using-keras-hyperparameter

A simple neural network using Keras-hyperparameter and Python to solve a binary classification problem to detect an onset of diabetes.

Primary LanguageJupyter Notebook

Diabetes_by-using-keras-hyperparameter

App Screenshot

Objective

This is a simple binary classification problem to detect an onset of diabetes by using keras-hyperparameter

Data

  • Pima-Indians-Diabetes-Dataset

    In this Keras project, I am using the Pima Indians onset of diabetes dataset. It describes patient medical record data for Pima Indians and whether they had an onset of diabetes within five years.

Steps to take

  • Load Data.
  • Define Keras Model.
  • Compile Keras Model.
  • Fit Keras Model.
  • Evaluate Keras Model.
  • Make Predictions.