Fokko Driesprong created FLINK-5423:
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Summary: Implement Stochastic Outlier Selection
Key: FLINK-5423
URL: https://issues.apache.org/jira/browse/FLINK-5423
Project: Flink
Issue Type: Improvement
Components: Machine Learning Library
Reporter: Fokko Driesprong
I've implemented the Stochastic Outlier Selection (SOS) algorithm by Jeroen
Jansen.
http://jeroenjanssens.com/2013/11/24/stochastic-outlier-selection.html
Integrated as much as possible with the components from the machine learning
library.
The algorithm itself has been compared to four other algorithms and it it shows
that SOS has a higher performance on most of these real-world datasets.
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