| Package | Description |
|---|---|
| gov.sandia.cognition.learning.algorithm.perceptron.kernel |
| Class and Description |
|---|
| AbstractOnlineBudgetedKernelBinaryCategorizerLearner
An abstract implementation of the
BudgetedKernelBinaryCategorizerLearner
for online learners. |
| AbstractOnlineKernelBinaryCategorizerLearner
An abstract class for an online kernel binary categorizer learner.
|
| Forgetron
An implementation of the "self-tuned" Forgetron algorithm, which is an online
budgeted kernel binary categorizer learner.
|
| Forgetron.Result
The result object learned by the
Forgetron, which extends
the DefaultKernelBinaryCategorizer with some additional state
information needed in the update step. |
| Projectron
An implementation of the Projectron algorithm, which is an online kernel
binary categorizer learner that has a budget parameter tuned by the eta
parameter.
|