History

Arjan van der Velde 04221a7469 rank_metric: add AUC-PR (#3172 )

* rank_metric: add AUC-PR

Implementation of the AUC-PR calculation for weighted data, proposed by Keilwagen, Grosse and Grau (https://doi.org/10.1371/journal.pone.0092209)

* rank_metric: fix lint warnings

* Implement tests for AUC-PR and fix implementation

* add aucpr to documentation for other languages

2018-03-23 10:43:47 -04:00

dev

[jvm-packages] fix the pattern in dev script and version mismatch (#3009 )

2018-01-06 06:59:38 -08:00

xgboost4j

[jvm-packages] Add back the overriden finalize() method for SBooster (#3011 )

2018-01-06 14:07:37 -08:00

xgboost4j-example

[jvm-packages] add dev script to update version and update versions (#2998 )

2018-01-01 21:28:53 -08:00

xgboost4j-flink

[jvm-packages] fix the pattern in dev script and version mismatch (#3009 )

2018-01-06 06:59:38 -08:00

xgboost4j-spark

rank_metric: add AUC-PR (#3172 )

2018-03-23 10:43:47 -04:00

.gitignore

[DIST] Enable multiple thread and tracker, make rabit and xgboost more thread-safe by using thread local variables.

2016-03-03 20:36:14 -08:00

checkstyle-suppressions.xml

[jvm-packages] Fixed checkstyle excludes on Windows (#2370 )

2017-06-02 10:14:13 -07:00

checkstyle.xml

apply google-java-style indentation and impose import orders....

2016-03-03 12:59:18 -05:00

create_jni.py

Cmake improvements (#2487 )

2017-07-06 18:05:11 +12:00

pom.xml

[jvm-packages] Declared Spark as provided in the POM (#3093 )

2018-02-05 10:06:06 -08:00

README.md

remove stale examples (#2816 )

2017-10-20 23:18:46 +02:00

scalastyle-config.xml

sketch of xgboost-spark

2016-03-05 08:44:55 -05:00

README.md

XGBoost4J: Distributed XGBoost for Scala/Java

Documentation | Resources | Release Notes

XGBoost4J is the JVM package of xgboost. It brings all the optimizations and power xgboost into JVM ecosystem.

Train XGBoost models in scala and java with easy customizations.
Run distributed xgboost natively on jvm frameworks such as Apache Flink and Apache Spark.

You can find more about XGBoost on Documentation and Resource Page.

Examples

Full code examples for Scala, Java, Apache Spark, and Apache Flink can be found in the examples package.