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Added function seriesOutliersTukey
for outlier detetion in series data
#58632
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This is an automated comment for commit c9954a7 with description of existing statuses. It's updated for the latest CI running ❌ Click here to open a full report in a separate page Successful checks
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seriesOutliersTukey
for outlier detetion in series data
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@bhavnajindal AST Fuzzer issues are related, would you like to check? Thanks! (in case you like to check locally, you'd need an asan build. The CMake invocation would be |
Hi @rschu1ze - I have fixed the AST fuzzer issue related to seriesOutlierDetectTukey(). The current AST Fuzzer failure doesn't seem to be related to this PR. Kindly verify. |
Added function `seriesOutliersTukey` for outlier detetion in series data
Function
seriesOutliersTukey
uses Tukey's Fences to detect outliers in series data. It returns a score corresponding to each element in the series. This score is indicative of a possible outlier. Score 0 indicatesnot an outlier
.This method could be utilized in time series analysis along with function
seriesDecomposeSTL()
(PR).Example:
Output:
Example:
Output:
Changelog category (leave one):
Changelog entry (a user-readable short description of the changes that goes to CHANGELOG.md):
Added function
seriesOutliersTukey
to detect outliers in series data using Tukey's fences algorithm.Documentation entry for user-facing changes