#Classifying Malicious Software

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( ﾟωﾟ)  ~ Random longcat quote goes here.
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Logistics

• Team name: Advanced Representation
• Deep Ellum
• The Last Lady M/La dernière dame M

Tasklist

1. Exploratory Analysis

   • Outcome
     • Marginal Distribution
     • Outlier
   • Feature Space
     • Matrix Representation
     • Call Types?
     • Call Frequency?
     • What feature to extract? Marginal Distribution?
     • Feature Importance from Random Forest
     • Penalized Logistic Regression

2. Method Selection

   1. SVM Classification
   2. Random Forest Classification:
      • Forest Size/Tree Size selection
      • Splitting variable selection
      • CV Prediction Error validation
   3. KNN