Package | Description |
---|---|
it.uniroma2.sag.kelp.data.dataset | |
it.uniroma2.sag.kelp.examples.demo.rcv1 | |
it.uniroma2.sag.kelp.utils |
Modifier and Type | Method and Description |
---|---|
SimpleDataset |
SimpleDataset.getShuffledDataset() |
SimpleDataset[] |
SimpleDataset.nFolding(int n)
Returns
n datasets. |
SimpleDataset[] |
SimpleDataset.nFoldingClassDistributionInvariant(int n)
Returns
n datasets. |
SimpleDataset[] |
SimpleDataset.split(float percentage)
Returns two datasets created by splitting this dataset accordingly to
percentage . |
SimpleDataset[] |
SimpleDataset.splitClassDistributionInvariant(float percentage)
Returns two datasets created by splitting this dataset accordingly to
percentage . |
Modifier and Type | Method and Description |
---|---|
protected void |
RCV1BinaryTextCategorization.foldLearn(float c,
int nfold,
SimpleDataset allData) |
Modifier and Type | Method and Description |
---|---|
static <T extends Evaluator> |
ExperimentUtils.nFoldCrossValidation(int nFold,
LearningAlgorithm algorithm,
SimpleDataset allData,
T evaluator)
Performs a n-fold cross validation
|
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