| Package | Description |
|---|---|
| org.openimaj.experiment.dataset.split |
Interfaces describing objects which can provide
different splits of a dataset.
|
| org.openimaj.experiment.validation |
| Modifier and Type | Class and Description |
|---|---|
class |
GroupedRandomSplitter<KEY,INSTANCE>
This class splits a
GroupedDataset into subsets for training,
validation and testing. |
| Modifier and Type | Interface and Description |
|---|---|
interface |
ValidationData<DATASET extends Dataset<?>>
Data for performing validation.
|
| Modifier and Type | Class and Description |
|---|---|
class |
DefaultValidationData<DATASET extends Dataset<?>>
Data for performing validation.
|
class |
GroupedRandomisedPercentageHoldOut<KEY,INSTANCE>
Hold-Out validation for grouped data that selects a percentage of the
original data to use for training, and the remainder to use for validation.
|
class |
RandomisedPercentageHoldOut<INSTANCE>
Hold-Out validation that selects a percentage of the original
data to use for training, and the remainder to use for validation.
|
class |
StratifiedGroupedRandomisedPercentageHoldOut<KEY,INSTANCE>
Stratified Hold-Out validation for grouped data that selects a percentage of
the original data to use for training, and the remainder to use for
validation.
|