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Mathematical Formulas for Detect Outlier (Distances) Operator
timetrap
New Altair Community Member
Jan 25, 2020
Updated
Nov 5, 2024
by
Jocelyn
hi
Please write the formulas used in Detect Outlier (Distances) mathematically in this page.
Euclidian distance
Squared distance
Cosine distance
Inverted cosine distance
Angle
Especially Cosine distance, Inverted cosine distance and Angle
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sgenzer
Altair Employee
Jan 27, 2020
hi
@timetrap
welcome to the community. We don't generally list formulas here but rather just links to the raw code on GitHub. For Detect Outlier (Distances) you can find that here:
https://github.com/rapidminer/rapidminer-studio/blob/3a2da3e40bbadaf5515e04093867798c27d0654d/src/main/java/com/rapidminer/operator/preprocessing/outlier/DKNOutlierOperator.java
Scott
timetrap
New Altair Community Member
OP
Jan 27, 2020
Thank you very much
@sgenzer
.
[Deleted User]
New Altair Community Member
Accepted Answer
Jan 28, 2020
@timetrap
Hello
These links can help you
https://www.sciencedirect.com/topics/computer-science/cosine-similarity
https://en.wikipedia.org/wiki/Cosine_similarity
All the best
mbs
timetrap
New Altair Community Member
OP
Accepted Answer
Jan 30, 2020
Thank you very much
@mbs
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[Deleted User]
New Altair Community Member
Accepted Answer
Jan 28, 2020
@timetrap
Hello
These links can help you
https://www.sciencedirect.com/topics/computer-science/cosine-similarity
https://en.wikipedia.org/wiki/Cosine_similarity
All the best
mbs
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timetrap
New Altair Community Member
OP
Accepted Answer
Jan 30, 2020
Thank you very much
@mbs
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https://github.com/rapidminer/rapidminer-studio/blob/3a2da3e40bbadaf5515e04093867798c27d0654d/src/main/java/com/rapidminer/operator/preprocessing/outlier/DKNOutlierOperator.java
Scott