Please enable JavaScript.
Coggle requires JavaScript to display documents.
Chapter 16: Understanding the Process (Accuracy Tradeoffs (Creates a data…
Chapter 16: Understanding the Process
Learning Curves & Speed
Additional Features
Additional Cases
DataRobot: a Safe assumption is that models will benfit from more data
validation and cross-validation
allows us to better draw conclusions
Accuracy Tradeoffs
Creates a data "efficient Frontier"
Shows the top 10 models
Speed & accuracy tab
the SLOWEST model is often the most Accurate model
Blueprints
Blueprint imputation
Numerical
Categorical
Like a data robot Workflow
Standardization
One-hot encoding
More data could help your models predictive ability