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A visualization component for displaying a 3D scatter plot of the data using Java 3D. Requires Java 3D to be installed. This version adds built-in sampling controls to the GUI. The default sampling percentage is set so that a maximum of 5000 instances are plotted. The user can adjust this higher or lower to suit their available processing speed and memory.

A visualization component for displaying a 3D scatter plot of the data using Java 3D. Requires Java 3D to be installed. This version adds built-in sampling controls to the GUI. The default sampling percentage is set so that a maximum of 5000 instances are plotted. The user can adjust this higher or lower to suit their available processing speed and memory.

This module forms the main component of the ontology-based named entity recognition (NER). It can store arbitrary directed ontology graphs and supports multiple labels (ontological surface forms) per ontology graph node. It implements an easy to use class NamedEntityRecognition which can be used to (fuzzily) find the ontology instances in the text. This module has no dependencies.

Class implementing minimal cost-complexity pruning. Note when dealing with missing values, use "fractional instances" method instead of surrogate split method. For more information, see: Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.

Class implementing a HyperPipe classifier. For each category a HyperPipe is constructed that contains all points of that category (essentially records the attribute bounds observed for each category). Test instances are classified according to the category that "most contains the instance". Does not handle numeric class, or missing values in test cases. Extremely simple algorithm, but has the advantage of being extremely fast, and works quite well when you have "smegloads" of attributes.

This plugin creates a server specific repository (var/repository) for a Geronimo server instance. This server repository can be used to provide some isolation from the default Geronmio repository and is of most value with multiple server instances leveraging the same Geronimo install image. For a description of how this could be used see http://cwiki.apache.org/GMOxDOC21/multiple-repositories.html

TimoCloud is a Minecraft server/proxy management system ("Cloud System"). It will care about keeping online enough servers/proxies of every kind. But it's more than that. Thank to its algorithms, you'll never have to care again about servers or resources. TimoCloud automatically chooses servers with low CPU usage and enough available RAM to start your instances. And its integrated Flow-System makes updating templates easier than ever before: Edit one file in a server template, and the update will automatically be deployed to all bases (a.k.a. "Wrapper"). But of course, only the changed files will get updated.

Set of various Utils: stacktrace noise filter, String to/from unicode sequence converter, simple Http client JSON parser/serializer, Silent String parsing to Integer and other numeric types, Parsing String to time intervals with support for time unit suffixes, JSON parser that provides serialization/deserialization of classes to JSON, Version comparator and Version ranges operations, Self-throttling binary reader from Http request, File reader, A utility that automatically initiates a Factory with instances of all classes that implement user provided interface. An infrastructure for writing Scheduled Task classes where time interval for task execution is provided in humanly readable format (such as "9h" for 9 hours)