diabetes-onset-detection's Introduction
# About UCI Data : This directory contain a data set prepared for the use of participants for the 1994 AAAI Spring Symposium on Artificial Intelligence in Medicine. * diabetes-data.tar.Z contains the distribution for 70 sets of data recorded on diabetes patients (several weeks' to months' worth of glucose, insulin, and lifestyle data per patient + a description of the problem domain). Archived using tar and compressed. Extract the data files from the archive. On a Unix system, type 'tar xvf icu-data.tar'. This will create a new directory named ICU-Data and extract all data files into that directory. Very occasionally this may not work; in that case try 'tar xvof' instead of 'tar xvf'. # About Project: ### Deep Learning Grid Search In this project, we will learn how to use the scikit-learn grid search capability. We are going to learn the following topics: * How to use Keras models in scikit-learn. * How to use grid search in scikit-learn. * How to tune batch size and training epochs. * How to tune learning rate * How to tune network weight initialization. * How to tune activation functions. * How to tune dropout regularization. * How to tune the number of neurons in the hidden layer.
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