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Package for generating a single Extra-Tree. Use with the RandomCommittee meta classifier to generate an Extra-Trees forest for classification or regression. This classifier requires all predictors to be numeric. Missing values are not allowed. Instance weights are taken into account. For more information, see Pierre Geurts, Damien Ernst, Louis Wehenkel (2006). Extremely randomized trees. Machine Learning. 63(1):3-42.

EasyShiro is a security extension components based Shiro. For Web-based permission model RBAC (Role Based Access Control) to provide authorization and authentication rights information management database and Web URL based. Simplifies security integration, and verification code, login lockout, other more powerful comprehensive feature support.

Provides probability calibration trees (PCTs) for local calibration of class probability estimates. To achieve calibration of a base learner, the PCT class must be used as the meta learner in the CascadeGeneralization class, which is also included in this package. The classifier to be calibrated must be used as the base learner in the CascadeGeneralization class. The CascadeGeneralization class can also be used independently to perform CascadeGeneralization for ensemble learning. The code for PCTs is largely the same as the LMT code for growing logistic model trees. For more details, see the ACML paper on probability calibration trees.

TrueLicense is a commercial open source engine for license management on the Java Virtual Machine. Due to its functional and modular design TrueLicense scales from simple to complex licensing schemas. TrueLicense features various interfaces for managing free trial periods, subscriptions, multiple editions, internationalization, privacy protection and more.

hRaven collects run time data and statistics from map reduce jobs running on Hadoop clusters and stores the collected job history in an easily queryable format. For the jobs that are run through frameworks (Pig or Scalding/Cascading) that decompose a script or application into a DAG of map reduce jobs for actual execution, hRaven groups job history data together by an application construct. This will allow for easier visualization of all of the component jobs' execution for an application and more comprehensive trending and analysis over time.

Enables custom instrumentation by providing an API to capture start and end times for your functions and include arbitrary data. While TraceView provides superior out-of-the-box performance monitoring, using the API can allow for more detailed transaction reporting within TraceView's user interface. For other information on our Java agent please visit http://docs.traceview.solarwinds.com/Instrumentation/java.html. For API information please visit http://dev.appneta.com/docs/api-v2/.

This is Java bases client library for using snapcx address validation and correction webservice. You can subscribe to tracking webservice (REST based and JSON payload) at https://snapcx.io/pricing. Also read more about this webservice at https://snapcx.io/addressValidation. Before using this client, you can check your api key using API explorer, running at https://snapcx.io/addressValidationAPI

A meta classifier for handling multi-class datasets with 2-class classifiers by building an ensemble of nested dichotomies. For more info, check Lin Dong, Eibe Frank, Stefan Kramer: Ensembles of Balanced Nested Dichotomies for Multi-class Problems. In: PKDD, 84-95, 2005. Eibe Frank, Stefan Kramer: Ensembles of nested dichotomies for multi-class problems. In: Twenty-first International Conference on Machine Learning, 2004.

Oriental is a Java framework for using OrientDB. I built Oriental because we needed a convenient way to use OrientDB to create a backend REST API for a social network app, and so Oriental tends to provide functionality that better suits building REST APIs with it. I used Oriental with Java Spring, so if you're a Spring developer, Oriental's design will fit more naturally with your code.

The maven-dependency-versions-check-plugin is a Maven plugin that verifies that the resolved versions of dependencies are at least the versions specified by the dependencies (or their dependencies etc.) if not higher. More specifically, it will check that * The resolved version of every dependency declared explicitly in the current POM is the same or a newer one than what was stated. If the resolved version has a higher major version number than the declared version, then the plugin will issue a warning if configured to do so. Note that enforced declared versions are ignored by the plugin. * For every explicitly declared dependency in the current POM, all its dependency versions are met. I.e. the resolved versions for all dependencies in that dependency's POM are the same or higher than the one stated in that dependency's POM. This is basically the same check as the one above, but using the dependency's POM! Also, if the current POM has exclusions specified for the dependency, then these transitive dependencies are ignored when checking this particular dependency.