Pipeline Buildout - 5YR

[rachelgaoMIDS]

• A visualization of the modeling pipeline (s) and subpipelines if necessary
• Families of input features and count per family
• Number of input features
• Hyperparameters and settings considered
• Loss function used (data loss and regularization parts) in latex
• Number of experiments conducted
• Experiment table with the following details per experiment:
• Baseline experiment
• Any additional experiments
• Final model tuned
• best results (1 to three) for all experiments you conducted with the following details
• Computational configuration used
• Wall time for each experiment