李力 created SPARK-8284:
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Summary: Regualarized Extreme Learning Machine for MLLib
Key: SPARK-8284
URL: https://issues.apache.org/jira/browse/SPARK-8284
Project: Spark
Issue Type: New Feature
Components: MLlib
Affects Versions: 1.3.1
Reporter: 李力
Extreme Learning Machine can get better generalization performance at a mauch
faster learning speed for regression and classification problem，but the
enlarging volume of datasets makes regression by ELM on very large scala
datasets a challenging task.
Through analyzing the mechanism of ELM algorithm , an efficient parallel ELM
for regression is designed and implemented based on Spark.
The experimental results demonstrate that the propose parallel ELM for
regresssion can efficiently handle very large dataset with a good performance.
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