| Interface | Description |
|---|---|
| ValidationData<DATASET extends Dataset<?>> |
Data for performing validation.
|
| ValidationOperation<DATASET extends Dataset<?>,ANALYSIS_RESULT> |
Interface describing the contract for classes which can
perform a the operations required for a single round
of validation.
|
| Class | Description |
|---|---|
| DefaultValidationData<DATASET extends Dataset<?>> |
Data for performing validation.
|
| 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.
|
| RandomisedPercentageHoldOut<INSTANCE> |
Hold-Out validation that selects a percentage of the original
data to use for training, and the remainder to use for validation.
|
| 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.
|
| ValidationRunner |
Utility methods for performing validation and cross validation.
|