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Engine
) perform the actions defined by the parameters they get from the
Application-classes.
See:
Description
| Class Summary | |
|---|---|
| Arffer | This class exports the data from a table to an ARFF-file. |
| BagArffer | This class exports the data from a table to an ARFF-file that can be used
for MILK (multi instance learning kit, based on Weka). If the bag is not provided the first index is taken in the target table. |
| DatabaseEngine | This class encapsulates some common code for Engines that access DBs. |
| Engine | This class provides a simple wrapper for code that needs several arguments. |
| Flattener | This class flattens a given relational database into one table. |
| Importer | This class imports the specified datafiles (Prolog or CSV) into a database. If verbose level is >=1 the parser's verbose is set to TRUE, if it is >=2 then also the inserts are printed to stdout (can be pretty much!). |
| Instancer | This class creates Instances directly from the previously propositionalized
database and stores them under the parameter "instances". |
| Milk | This class starts an MILK classifier with either an ARFF-file (Parameter "type" is then "output") or previously generated Instances (Paramter "type" is then "instances"). |
| MilkClassifier | This class trains a MILK classifier and classifies given instances. |
| MilkExperimenter | This class runs experiments with a given ARFF-file. It is using MILK (the Multi Instance extension of WEKA). |
| Propagator | Transforms a tree structure of relations between tables into a star structure with a depth of one, i.e. |
| Relaggs | This class is a wrapper around RELAGGS (Propositionalization of a relational data model). |
| ReMilker | This class combines the aggregation from MILK and RELAGGS. |
| Weka | This class starts a WEKA classifier with either an ARFF-file (Parameter "type" is then "output") or previously generated Instances (Paramter "type" is then "instances"). |
| WekaClassifier | This class trains a WEKA classifier and classifies given instances. |
| WekaExperimenter | This class runs experiments with a given ARFF-file. It uses the WEKA Experimenter for this. |
The engine classes (all derived from
Engine
) perform the actions defined by the parameters they get from the
Application-classes.
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