spark-ensemble

Ensemble Learning for Apache Spark 🌲

APACHE-2.0 License

Stars
22
Committers
2
View Code on GitHub Visit Website
Ecosystems: Apache Spark, Scala

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spark-ensemble - v0.9.1 Latest Release

Published by pierrenodet over 1 year ago

BoostingClassifier raw predictions fix

spark-ensemble - v0.9.0

Published by pierrenodet almost 2 years ago

Spark 3.3.

Efficiency and Reliability improvements of GBM and Boosting.

spark-ensemble - v0.8.0

Published by pierrenodet over 3 years ago

Spark 3.0 !

Some fixes in GBMClassifier.

spark-ensemble - v0.7.2

Published by pierrenodet almost 5 years ago

Fix bugs in Boosting Estimators

spark-ensemble - v0.7.1

Published by pierrenodet about 5 years ago

Fix Subspace issue with metadata in learning.

More docs.

spark-ensemble - v0.7.0

Published by pierrenodet about 5 years ago

New shiny doc !

Stochastic GBM !

Early Stop for Boosting algorithms !

More hyperparameters for algorithms !

Metadata preserved for base learners !

spark-ensemble - v0.6.1

Published by pierrenodet over 5 years ago

Quick fix for non set default parameters

spark-ensemble - v0.6.0

Published by pierrenodet over 5 years ago

Cross builded for Scala 2.11 and 2.12

spark-ensemble - v0.5.4

Published by pierrenodet over 5 years ago

GBM algorithm implemented with Datasets, changed test dataset for Classification

spark-ensemble - v0.5.1

Published by pierrenodet over 5 years ago

Fix persistence of train data in Boosting and GBM Estimators

spark-ensemble - v0.5.0

Published by pierrenodet over 5 years ago

GBM implemented

spark-ensemble - v0.4.0

Published by pierrenodet over 5 years ago

Optimized Algorithms and Bug fixes

spark-ensemble - v0.3.0

Published by pierrenodet over 5 years ago

Cross Validation Enabled !

See README.md or BaggingRegressorSuite for examples !

spark-ensemble - v0.2.0

Published by pierrenodet over 5 years ago

Stacking Done !

Updated README

spark-ensemble - v0.1.0

Published by pierrenodet over 5 years ago

From Bagging to Ensemble (Boosting added)

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