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Find benchmark dataset #59

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indialindsay opened this issue Jul 5, 2022 · 1 comment
Closed

Find benchmark dataset #59

indialindsay opened this issue Jul 5, 2022 · 1 comment
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benchmarking Related to testing or comparing detectors data Addresses issue with internal datasets

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@indialindsay
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indialindsay commented Jul 5, 2022

Need to identify a benchmark dataset for identifying concept drift for streaming data. This can be used in our final report to showcase the accuracy of our algorithms and how effective they are at mitigating drift.

If we did happen to run into a benchmark dataset for concept drift for batch data, that would be helpful too.

Inject drift according to types of drift in Lu (sudden, gradual, abrupt and source 1, 2, and 3)

@indialindsay indialindsay added the data Addresses issue with internal datasets label Jul 5, 2022
@Anmol-Srivastava Anmol-Srivastava added the benchmarking Related to testing or comparing detectors label Jul 6, 2022
@tms-bananaquit tms-bananaquit added this to To do in v0.1.3 Jul 19, 2022
@tms-bananaquit tms-bananaquit added this to To do in Ver 0.2.0 Jul 21, 2022
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Using rainfall and circle data for most places.

Will work on generic utilities for data generation at a later date, separate issue.

Ver 0.2.0 automation moved this from To do to Done Oct 4, 2022
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