/ML-CS-classify-genetic-mutation

A Case study is to classify the genetic mutation classes.

Primary LanguageJupyter Notebook

Classifying Genetic mutation from high-dimensional clinical features

  1. Packages

  2. Downloading data

  3. Data Preprocessing

  4. Primary data analysis

  5. Data featurization

    1. Text Feature
    2. Categorical Features

  6. Secondary data analysis

    1. Visualizing high dimensional text features by t-SNE
    2. Visualizing Gene & Variation features by t-SNE

  7. ML model building

  8. Conclusion