| Package | Description |
|---|---|
| gov.sandia.cognition.learning.algorithm.perceptron |
Provides the Perceptron algorithm and some of its variations.
|
| Modifier and Type | Class and Description |
|---|---|
static class |
OnlineMultiPerceptron.ProportionalUpdate<CategoryType>
Variant of a multi-category Perceptron that performs a proportional
weight update on all categories that are scored higher than the true
category such that the weights sum to 1.0 and are proportional how much
larger the score was for each incorrect category than the true category.
|
static class |
OnlineMultiPerceptron.UniformUpdate<CategoryType>
Variant of a multi-category Perceptron that performs a uniform weight
update on all categories that are scored higher than the true category
such that the weights are equal and sum to -1.
|