Till Rohrmann created FLINK-1934:
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Summary: Add approximative k-nearest-neighbours (kNN) algorithm to
machine learning library
Key: FLINK-1934
URL: https://issues.apache.org/jira/browse/FLINK-1934
Project: Flink
Issue Type: New Feature
Components: Machine Learning Library
Reporter: Till Rohrmann
kNN is still a widely used algorithm for classification and regression.
However, due to the computational costs of an exact implementation, it does not
scale well to large amounts of data. Therefore, it is worthwhile to also add an
approximative kNN implementation as proposed in [1,2].
Resources:
[1] https://www.cs.utah.edu/~lifeifei/papers/mrknnj.pdf
[2] http://www.computer.org/csdl/proceedings/wacv/2007/2794/00/27940028.pdf
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