Learn Before
After the development and test sets are defined, the team usually starts tuning the model to improve development set performance.
0
1
Tags
Machine Learning
Deep Learning
Machine Learning Strategy
Supervised Learning
Dive into Deep Learning @ D2L
Data Science
Machine Learning Yearning @ DeepLearning.AI
Related
Why should the development set track the task you care most about improving?
Choose the word that completes the statement about dev-set design.
Match each machine learning set or idea to its purpose.
Put the evaluation-set planning steps in the correct order.
A team needs good results in four regions, but its development set samples only two of them. What is the most likely consequence?
If a validation set leaves out important real-world conditions, the team may optimize the wrong problem.
After the data splits are chosen, the team will mainly optimize for _____ performance.
How dev-set coverage changes the direction of optimization
Order the outcomes when a development set leaves out part of the real task.
Why Does the Development Set Shape What the Team Improves?
Making a development set match the real deployment mix
What should a development set be designed to match?