Learn Before
Defining a learning curve
Question: What two specific variables are plotted against each other in a learning curve?
Sample answer: A learning curve plots the dev-set error against the number of training examples.
Key points:
- Dev-set error
- Number of training examples
Rubric: Must mention dev-set error and number of training examples.
0
1
Tags
Machine Learning
Deep Learning
Supervised Learning
Dive into Deep Learning @ D2L
Data Science
Machine Learning Strategy
Machine Learning Yearning @ DeepLearning.AI
Related
Constructing a Learning Curve by Varying Training Set Size
Dev-Set Error Should Decrease as Training Set Size Increases
Desired Error Rate for a Learning Algorithm
Using a Dev-Error Learning Curve to Estimate the Benefit of More Data
Training Error Plot for Estimating the Effect of More Data
Interpreting Learning Curves with Training and Dev Error
Small Training Sets Can Make Learning Curves Noisy
Identifying the axes of a learning curve
Purpose of a learning curve
A learning curve plots your _____ error against the number of training examples.
Components of a learning curve
Steps to construct a learning curve
Analyzing the utility of learning curves
Applying learning curves to diagnose performance
Defining a learning curve
The dependent variable in a learning curve
Informational value of learning curves