Class | Description |
---|---|
MILESFilter |
Implements the MILES transformation that maps multiple instance bags into a high-dimensional single-instance feature space.
For more information see: Y. |
MultiInstanceToPropositional |
Converts the multi-instance dataset into single instance dataset so that the Nominalize, Standardize and other type of filters or transformation can be applied to these data for the further preprocessing.
Note: the first attribute of the converted dataset is a nominal attribute and refers to the bagId. |
MultiInstanceWrapper |
Applies a single-instance filter to multi-instance data by converting each bag to a collection of instances, using the filter MultiInstanceToPropositional with default parameters, where each instance is labeled with its bag's class label.
|
PropositionalToMultiInstance |
Converts the propositional instance dataset into multi-instance dataset (with relational attribute).
|
RELAGGS |
A propositionalization filter inspired by the RELAGGS algorithm.
It processes all relational attributes that fall into the user defined range (all others are skipped, i.e., not added to the output). |