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Sleep stages are classified with the help of ML. We have used 4 different ML algorithms (SVM, KNN, RF, NN) to demonstrate them.

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Chaitanyareddy0702/Sleep-stage-classification-using-ML-algorithms

 
 

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Sleep-stage-classification-using-ML-algorithms

Sleep stages are classified with the help of ML. We have used 4 different ML algorithms (SVM, KNN, RF, NN) to demonstrate them.

Description of Files

  1. Sleep_Stage_Classification.ipynb - Code for Sleep Stage Classification
  2. Report.pdf - Report
  3. .mat files - Data and Features

Contributors

Aadharsh Aadhithya A
Anirudh Edpuganti
Chaitanya Reddy
Pillalamarri Akshaya

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Sleep stages are classified with the help of ML. We have used 4 different ML algorithms (SVM, KNN, RF, NN) to demonstrate them.

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