Statements (33)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
concept
|
| gptkbp:alsoKnownAs |
experience curve
progress function |
| gptkbp:appliesTo |
deep learning
supervised learning unsupervised learning |
| gptkbp:can_show |
overfitting
underfitting generalization error |
| gptkbp:canBe |
power law
exponential logarithmic |
| gptkbp:describes |
relationship between experience and performance
|
| gptkbp:field |
gptkb:machine_learning
education statistics |
| gptkbp:firstDescribed |
gptkb:Hermann_Ebbinghaus
|
| https://www.w3.org/2000/01/rdf-schema#label |
Learning Curves
|
| gptkbp:introduced |
1885
|
| gptkbp:relatedTo |
test error
training error validation error |
| gptkbp:used_in |
cognitive psychology
education research industrial engineering project management |
| gptkbp:usedFor |
model evaluation
diagnosing bias and variance |
| gptkbp:visualizes |
graph
|
| gptkbp:x-axis |
number of training examples
|
| gptkbp:y-axis |
model performance
|
| gptkbp:bfsParent |
gptkb:Gemma_Townley
|
| gptkbp:bfsLayer |
7
|