05_First Layer

• The goal of the first layer is to decide if the source of data is DoH or Non-DoH

Develop 7 different classifiers:

• Decision Tree
• SVM (Support Vector Machine)
• Neural Netwrok
• Ramdon Forest
• Gradient Boosting
• XGB (Extreme Gradient Boosting)
• LGBM (Light GBM)

Decision Tree

SVM (Support Vector Machine)

Neural Netwrok

Ramdon Forest

Gradient Boosting

XGB (Extreme GB)

LGBM (Light GBM)

Results

• XGB and LGBM perform really well