public class NystromMethodEnsemble extends ArrayList<NystromMethod>
modCount| Constructor and Description |
|---|
NystromMethodEnsemble() |
| Modifier and Type | Method and Description |
|---|---|
DenseVector |
getDenseVectorByEnsembleAndJuxtaposition(Example example)
Given an example, this method produces a
DenseVector that is the concatenation of the vectors
obtained by each projection functions used in the Ensemble. |
DenseVector |
getDenseVectorByEnsembleAndJuxtaposition(Example example,
List<Float> weights)
Given an example, this method produces a
DenseVector that is the concatenation of the vectors
obtained by each projection functions used in the Ensemble. |
float[] |
getRanks() |
Example |
linearizeByEnsembleAndJuxtaposition(Example example,
String newRepresentationName)
Given an example, this method produces a new
Example
|
static NystromMethodEnsemble |
load(String inputFilePath)
Load an Ensemble of Nystrom projectors saved on file.
|
void |
save(String outputFilePath)
Save an Ensemble of Nystrom projectors on file.
|
add, add, addAll, addAll, clear, clone, contains, ensureCapacity, get, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, removeRange, retainAll, set, size, subList, toArray, toArray, trimToSizeequals, hashCodecontainsAll, toStringfinalize, getClass, notify, notifyAll, wait, wait, waitcontainsAll, equals, hashCodepublic static NystromMethodEnsemble load(String inputFilePath) throws FileNotFoundException, IOException
inputFilePath - The input file pathFileNotFoundExceptionIOExceptionpublic void save(String outputFilePath) throws FileNotFoundException, IOException
outputFilePath - The output file nameFileNotFoundExceptionIOExceptionpublic Example linearizeByEnsembleAndJuxtaposition(Example example, String newRepresentationName) throws InstantiationException
Example
containing a single representation, i.e. a dense vector that is
the concatenation of the vectors obtained by each projection
function used in the Ensemble. The labels are copied from
the input example.example - the input examplenewRepresentationName - the identifier of the new dense vectorExample containing a single representation,
i.e. a dense vector that is the concatenation of the vectors
obtained by each projection function used in the EnsembleInstantiationExceptionpublic DenseVector getDenseVectorByEnsembleAndJuxtaposition(Example example) throws InstantiationException
DenseVector that is the concatenation of the vectors
obtained by each projection functions used in the Ensemble.example - the input exampleInstantiationExceptionpublic DenseVector getDenseVectorByEnsembleAndJuxtaposition(Example example, List<Float> weights) throws InstantiationException
DenseVector that is the concatenation of the vectors
obtained by each projection functions used in the Ensemble. Each vector
used in the concatenation is multiplied by a corresponding weightexample - The input exampleweights - the weights applied to each vector before the concatenationInstantiationExceptionpublic float[] getRanks()
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