| Package | Description |
|---|---|
| gov.sandia.cognition.algorithm.event |
Provides useful components for handling algorithm events.
|
| gov.sandia.cognition.learning.algorithm.ensemble |
Provides ensemble methods.
|
| gov.sandia.cognition.learning.performance |
Provides performance measures.
|
| gov.sandia.cognition.text.topic |
Provides topic modeling algorithms.
|
| Modifier and Type | Class and Description |
|---|---|
class |
IterationMeasurablePerformanceReporter
An iterative algorithm listeners for
MeasurablePerformanceAlgorithm
objects that reports the performance of the algorithm at the end of each
iteration. |
class |
IterationStartReporter
An iterative algorithm listener that reports the start of each iteration
to the given print stream.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AbstractCategorizerOutOfBagStoppingCriteria<InputType,CategoryType>
Abstract class for implementing a out-of-bag stopping criteria for a
bagging-based ensemble.
|
static class |
BaggingCategorizerLearner.OutOfBagErrorStoppingCriteria<InputType,CategoryType>
Implements a stopping criteria for bagging that uses the out-of-bag
error to determine when to stop learning the ensemble.
|
static class |
IVotingCategorizerLearner.OutOfBagErrorStoppingCriteria<InputType,CategoryType>
Implements a stopping criteria for IVoting that uses the out-of-bag
error to determine when to stop learning the ensemble.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AnytimeBatchLearnerValidationPerformanceReporter<DataType,ObjectType>
A performance reporter for a validation set.
|
| Modifier and Type | Class and Description |
|---|---|
static class |
ProbabilisticLatentSemanticAnalysis.StatusPrinter
Prints out the status of the probabilistic latent semantic analysis
algorithm.
|