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This repo contains examples of binary classification with ANN and hyper-parameter tuning with grid search.

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SadmanSakib93/ANN-Stratified-K-Fold-Cross-Validation-Keras-Tensorflow

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DS1

DS1

 
 

CV_ClassificationExample.ipynb

CV_ClassificationExample.ipynb

 
 

GridSearch.ipynb

GridSearch.ipynb

 
 

README.md

README.md

 
 

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  • DS1 folder contains the dataset (cardio.csv) used in both example programs.
  • This repository contains an example program (CV_ClassificationExample.ipynb) of Artificial Neural Network (ANN) and Stratified Cross-Validation for a classification task.
  • For hyper-parameter tuning, please refer to the example use of grid search technique (GridSearch.ipynb).

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This repo contains examples of binary classification with ANN and hyper-parameter tuning with grid search.

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machine-learning deep-learning cross-validation ipynb artificial-neural-networks ann grid-search keras-neural-networks keras-tensorflow grid-search-hyperparameters stratified-cross-validation

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