Pipeline Buildout - 1 YR

[caopuzheng]

baseline pipeline Scalability

[rachelgaoMIDS]

• A visualization of the modeling pipeline (s) and sub pipelines if necessary
• Families of input features and count per family
• Number of input features
• Loss function used (data loss and regularization parts) in latex
• Number of experiments conducted
• Describe cluster size, and how many minutes it takes to build each model type.
• Experiment table with the following details per experiment:
  • Baseline experiment
  • The families of input features used
  • For train/valid/test record the following in a Pandas DataFrame:
    • List Metrics used along with: their Latex equations