Opened 3 years ago

Last modified 7 weeks ago

#2719 accepted feature request

Datastream Analysis

Reported by: jzenisek Owned by: jzenisek
Priority: medium Milestone: HeuristicLab 3.3.16
Component: Analysis Version: branch
Keywords: Cc:

Description

Adding a new optimizer which enables simulating a sequential datastream and matching pre-built ensemble models against it. Outcome of this matching mechanism should be the online classification of incoming (unseen) data series in a predictive fashion.

Change History (17)

comment:1 Changed 2 years ago by jzenisek

  • Status changed from new to accepted

comment:2 Changed 2 years ago by mkommend

  • Milestone changed from HeuristicLab 3.3.15 to HeuristicLab 3.3.16

comment:3 Changed 2 years ago by jzenisek

r14536: added datastream type; updated the optimizer view and control functionality

comment:4 Changed 2 years ago by jzenisek

r14538: enhanced the optimizer's functionality

comment:5 Changed 2 years ago by jzenisek

r14543: enhanced Optimizer functionality; added results

comment:6 Changed 2 years ago by jzenisek

r14547: added type and view for representing dictionary<string,double> as bar chart (implementation in progress)

comment:7 Changed 2 years ago by jzenisek

r14588: updated databar set and view

comment:8 Changed 2 years ago by jzenisek

r14710: implemented ensemble model rating by introducing the new type RatedEnsembleModel; introduced performance indicator calculation in results

comment:9 Changed 2 years ago by jzenisek

r15025: updated assembly info etc.

comment:10 Changed 2 years ago by jzenisek

r15030: merged with trunk (revision 15029)

comment:11 Changed 22 months ago by abeham

  • Version changed from 3.3.14 to branch

comment:12 Changed 16 months ago by jzenisek

r15763: renamed branch according to guidelines

comment:13 Changed 15 months ago by mkommend

r15866: Updated HL.Problems.DataAnalysis from trunk.

comment:14 Changed 15 months ago by jzenisek

r15866: Updated HL.Problems.DataAnalysis from trunk.

comment:15 Changed 15 months ago by jzenisek

r15867: added proxy ensemble model

comment:16 Changed 15 months ago by jzenisek

r15868: updated references

comment:17 Changed 7 weeks ago by abeham

If this ticket is going to be released it should go into review phase soon. It's still waiting for completion, so please finish the implementation or move it to the next milestone.

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