Opened 2 years ago

Last modified 9 months 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 (16)

comment:1 Changed 2 years ago by jzenisek

  • Status changed from new to accepted

comment:2 Changed 18 months ago by mkommend

  • Milestone changed from HeuristicLab 3.3.15 to HeuristicLab 3.3.16

comment:3 Changed 18 months ago by jzenisek

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

comment:4 Changed 18 months ago by jzenisek

r14538: enhanced the optimizer's functionality

comment:5 Changed 18 months ago by jzenisek

r14543: enhanced Optimizer functionality; added results

comment:6 Changed 18 months ago by jzenisek

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

comment:7 Changed 18 months ago by jzenisek

r14588: updated databar set and view

comment:8 Changed 18 months ago by jzenisek

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

comment:9 Changed 18 months ago by jzenisek

r15025: updated assembly info etc.

comment:10 Changed 18 months ago by jzenisek

r15030: merged with trunk (revision 15029)

comment:11 Changed 15 months ago by abeham

  • Version changed from 3.3.14 to branch

comment:12 Changed 10 months ago by jzenisek

r15763: renamed branch according to guidelines

comment:13 Changed 9 months ago by mkommend

r15866: Updated HL.Problems.DataAnalysis from trunk.

comment:14 Changed 9 months ago by jzenisek

r15866: Updated HL.Problems.DataAnalysis from trunk.

comment:15 Changed 9 months ago by jzenisek

r15867: added proxy ensemble model

comment:16 Changed 9 months ago by jzenisek

r15868: updated references

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