Package ai.libs.jaicore.ml.core.dataset

This package contains the infrastructure for representing datasets and instances with different types of attributes. Furthermore algorithms for sampling or manipulating datasets are provided in this package.

Interface Summary

Interface	Description
AILabeledAttributeArrayDataset<I extends ILabeledAttributeArrayInstance<L>,L>	Common interface of a dataset defining methods to access meta-data and instances contained in the dataset.
AINumericLabeledAttributeArrayDataset<I extends INumericLabeledAttributeArrayInstance<L>,L>
IAttributeArrayInstance	Interface of an instance that consists of attributes.
IDataset<I>
IInstance	Interface of an instance which consists of attributes and a target value.
ILabeledAttributeArrayDataset<L>
ILabeledAttributeArrayInstance<L>	Type intersection for IAttributeArrayInstance and ILabeledInstance
ILabeledInstance<T>	Interface of an instance that has a target value.
IModifiableInstance
INumericArrayInstance
INumericLabeledAttributeArrayInstance<L>	Type intersection interface for numeric instances on one hand and labeled instances on the other hand.
INumericLabeledIAttributeDataset<L>
IOrderedDataset<I>
IOrderedLabeledAttributeArrayDataset<I extends ILabeledAttributeArrayInstance<L>,L>	Extends the IDataset by including the List interface.
IOrderedLabeledDataset<I extends ILabeledInstance<L>,L>

Class Summary

Class	Description
ArffUtilities	Utility class for handling Arff dataset files.
InstanceSchema<L>
TimeSeriesDataset<L>	Time Series Dataset.
TimeSeriesInstance<L>	TimeSeriesInstance

Exception Summary

Exception	Description
ContainsNonNumericAttributesException
DatasetCreationException