Download JAR files tagged by filter with all dependencies

An instance filter that collapses instances with a common grouping ID value into a single instance. Useful for converting transactional data into a format that Weka's association rule learners can handle. IMPORTANT: assumes that the incoming batch of instances has been sorted on the grouping attribute. The values of nominal attributes are converted to indicator attributes. These can be either binary (with f and t values) or unary with missing values used to indicate absence. The later is Weka's old market basket format, which is useful for Apriori. Numeric attributes can be aggregated within groups by computing the average, sum, minimum or maximum.

A filter that applies the LOF (Local Outlier Factor) algorithm to compute an outlier score for each instance in the data. Can use multiple cores/cpus to speed up the LOF computation for large datasets. Nearest neighbor search methods and distance functions are pluggable. For more information, see: Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jorg Sander (2000). LOF: Identifying Density-Based Local Outliers. ACM SIGMOD Record. 29(2):93-104.

Multiple loosely coupled modules which extend ZK framework, originally created by DataLite company. ZKComposer - controll the MVC design with annotations @ZkEvent?, @ZkComponent?, @ZkBinding?, ... (similar to zkspring or zkcdi projects, however without any framework dependencies). ZKDLComponents splits ZK data driven components (listbox, combobox) to MVC design, adds support for easy large data manipulation and contains many pre-built user controls (filter manager, sort manager, visible listbox columns manager, export to excel, etc.) HibernateDAO & ZKDLComponentsHibernateExtensions - Hibernate generic DAO design with extensions for ZKDLComponents to replace all your plumbing code (filter, sort, lazy loading, CRUD). SpringService? - service layer with spring - generic service which speaks to generic DAO. This is the way we use our components at DataLite?, but you can use any integration or DAO at your will.

Multiple loosely coupled modules which extend ZK framework, originally created by DataLite company. ZKComposer - controll the MVC design with annotations @ZkEvent?, @ZkComponent?, @ZkBinding?, ... (similar to zkspring or zkcdi projects, however without any framework dependencies). ZKDLComponents splits ZK data driven components (listbox, combobox) to MVC design, adds support for easy large data manipulation and contains many pre-built user controls (filter manager, sort manager, visible listbox columns manager, export to excel, etc.) HibernateDAO & ZKDLComponentsHibernateExtensions - Hibernate generic DAO design with extensions for ZKDLComponents to replace all your plumbing code (filter, sort, lazy loading, CRUD). SpringService? - service layer with spring - generic service which speaks to generic DAO. This is the way we use our components at DataLite?, but you can use any integration or DAO at your will.