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Case Base
MiningMart
Case
TemplateCase
Chain
TimeSeriesAnalysis

Step: Smoothing

Name Smoothing
Belongs to Case TemplateCase
Uses Operator WeightedMovingFunction
Belongs to Chain TimeSeriesAnalysis
Concepts of resulting Data Model Client
CreditFraud
InhabitantsData
InputAssociationRules
PersonalData
Product
WhoBoughtWhat
SmoothedSeries
Has Parameters Distance
InputTimeBA
InputValueBA
OutputTimeEndBA
OutputTimeStartBA
OutputValueBA
TheInputConcept
TheOutputConcept
Weights0
Weights1
Weights2
Weights3

M4 Documentation:

This operator removes noise from the value series by computing for each time point a weighted average of the last four time points. The four weights must sum to one; in this example the most current time point receives the highest weight.