FranciscoLozDataScience commited on
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added information in our info tab

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  1. app.py +17 -0
app.py CHANGED
@@ -47,6 +47,23 @@ def load_interface():
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  gr.Markdown( #TODO: add information about our project: github, description, model metrics, etc.
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  """
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  # Ensemble Classifier for Predicting Smoker or Non-Smoker
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  """
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  )
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  gr.Markdown( #TODO: add information about our project: github, description, model metrics, etc.
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  """
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  # Ensemble Classifier for Predicting Smoker or Non-Smoker
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+
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+ Contributors: Matt Soria, Jake Leniart, Francisco Lozano
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+ University: Depaul University
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+ Class: DSC 478, Programming Machine Learning
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+ ---
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+
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+ ## Overview
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+ For our project we decided to create a classifer for a kaggle dataset that has bio-signals along with information on whether individuals are smokers or non-smokers. Our classifier attempts to identify whether or not a patient is a smoker based on the 22 features provided.
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+ [Smoker Dataset](https://www.kaggle.com/datasets/gauravduttakiit/smoker-status-prediction-using-biosignals?resource=download&select=train_dataset.csv).
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+
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+ ## Classifier Metrics
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+
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+ TODO: insert the classification report and confusion matrix
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+
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+ ## Report
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+ To learn more about our Ensemble Classifier, view our jupyter notebooks in our repo.
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+ [DSC 478 Project Repo](https://github.com/msoria17/dsc478-project)
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  """
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  )
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