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Web Dashboard For Viewing GDAN TMP Machine Learning Results

https://www.synapse.org/#!Synapse:syn8011998/wiki/411602

Start the Shiny Application

  • Add prediction file(s) to: data/predictions

  • Add feature set file(s) to: data/feature-sets

  • Run the app

    docker-compose up
    

The app will be available at http://localhost:3838.

(Optional) Download Data From Synapse

If you want to be able to examine feature values in the app do the following:

  • Install the synapse python client:

    pip install synapseclient boto3
    
  • Download the V8 tarball:

    cd data
    bash download_data.sh
    
  • Prepare the feature database:

    Rscript load_sqlite.R ./v8-feature-matrices/ ./features.sqlite
    

Expected Data Directory Layout

data/
├── features.sqlite
├── feature-sets
│   ├── featuresets_v8.tsv
│   └── ...
└── predictions
    ├── ACC_randomforest_200127.tsv
    └── ...

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  • R 49.4%
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  • Jupyter Notebook 9.5%
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