\DeclareAcronym{ML}{
short = ML,
long = Machine Learning
}
\DeclareAcronym{FS}{
short = FS,
long = Feature Selection
}
\DeclareAcronym{FE}{
short = FE,
long = Feature Engineering
}
\DeclareAcronym{Abb}{
short = Abb.,
long = Abbildung,
tag=hide
}
\DeclareAcronym{EVA}{
short = EVA,
long = {Eingabe, Verarbeitung und Ausgabe}
}
\DeclareAcronym{ggf}{
short = ggf.,
long = gegebenenfalls,
tag=hide
}
\DeclareAcronym{abschn}{
short=Abschn.,
long=Abschnitt,
tag=hide
}
\DeclareAcronym{S.}{
short=S.,
long=Seite,
tag=hide
}
\DeclareAcronym{KW}{
short=KW,
long=Kalenderwoche
}
\DeclareAcronym{BS}{
short=BS,
long=Baustahl-Stab
}
\DeclareAcronym{vgl}{
short=vgl.,
long=vergleiche,
tag=hide
}
\DeclareAcronym{bzw}{
short=bzw.,
long=beziehungsweise,
tag=hide
}
\DeclareAcronym{usa}{
short=USA,
long=Unites States of America,
tag=hide
}
\DeclareAcronym{Gl.}{
short=Gl.,
long=Gleichung,
tag=hide
}
\DeclareAcronym{mts}{
short=MTS,
long=Lagerfertigung,
foreign=make to stock
}
\DeclareAcronym{kap}{
short=Kap.,
long=Kapitel,
tag=hide
}
\DeclareAcronym{idr}{
short=i. d. R.,
long=in der Regel,
tag=hide
}
\DeclareAcronym{s}{
short=s.,
long=siehe,
tag=hide
}
\DeclareAcronym{dl}{
short=DL,
long=Data-Leakage
}
\DeclareAcronym{oos}{
short=OOS,
long=Out-Of-Sample
}
\DeclareAcronym{cv}{
short=CV,
long=Cross-Validation
}
\DeclareAcronym{wfv}{
short=WFV,
long=Walk-Forward-Validation
}
\DeclareAcronym{tuk}{
short=TUK,
long=Ungleichheitskoeffizient von Theil
}
\DeclareAcronym{ann}{
short=ANN,
long=künstliche neuronale Netze,
foreign=artificial neural networks
}
\DeclareAcronym{os}{
short=OS,
long=Ein-Schritt,
foreign=one-step
}
\DeclareAcronym{ms}{
short=MS,
long=Mehr-Schritt,
foreign=multi-step
}
\DeclareAcronym{sfg}{
short=SFG,
long=Sequential-Forward-Generation
}
\DeclareAcronym{sbg}{
short=SBG,
long=Sequential-Backward-Generation
}
\DeclareAcronym{vt}{
short=VT,
long= Variance-Thresholding
}
\DeclareAcronym{ulr}{
short=ULR,
long=Univariate-Linear-Regression
}
\DeclareAcronym{rfe}{
short=RFE,
long=Recursive-Feature-Elimination
}
\DeclareAcronym{rs}{
short=RS,
long=Rekursiv-Strategie
}
\DeclareAcronym{ds}{
short=DS,
long=Direkt-Strategie
}
\DeclareAcronym{drs}{
short=DRS,
long=Direkt-Rekursiv-Strategie
}
\DeclareAcronym{mos}{
short=MOS,
long=Multi-Output-Strategie
}
\DeclareAcronym{sm}{
short=SM,
long=Step-Model,
long-plural=s
}
\DeclareAcronym{rf}{
short=RF,
long=Random Forest
}
\DeclareAcronym{gs}{
short=GS,
long=Grid-Search
}
\DeclareAcronym{engl}{
short=engl.,
long=englisch,
tag=hide
}
\DeclareAcronym{tab.}{
short=Tab.,
long=Tabelle,
tag=hide
}
\DeclareAcronym{qqp}{
short=Q-Q-Plot,
long=Quantile-Quantile-Plot
}
\DeclareAcronym{acf}{
short=ACF,
long=Autokorrelationsfunktion,
foreign=autocorrelation function
}
\DeclareAcronym{arima}{
short=ARIMA,
long=autoregressiver integrierter gleitender Durchschnitt,
foreign=autoregressive integrated moving average
}
\DeclareAcronym{arimax}{
short=ARIMAX,
long=autoregressiver integrierter gleitender Durchschnitt mit exogenen Variablen,
foreign=autoregressive integrated moving average with exogenous variables
}
\DeclareAcronym{rmse}{
short=RMSE,
long=Root-Mean-Squared-Error,
long-plural=s
}
\DeclareAcronym{mase}{
short=MASE,
long=Mean-Absolute-Scaled-Error
}
\DeclareAcronym{mae}{
short=MAE,
long=Mean-Absolute-Error,
long-plural=s
}
\DeclareAcronym{smape}{
short=sMAPE,
long=Symmetric-Mean-Absolute-Percentage-Error,
long-plural=s
}
\DeclareAcronym{erp}{
short=ERP,
long=Enterprise-Resource-Planning
}
\DeclareAcronym{bi}{
short=BI,
long=Business Intelligence
}
\DeclareAcronym{sme}{
short=KMU,
long=kleine und mittelständische Unternehmen
}
\DeclareAcronym{esf}{
short=ESF,
long=ESF Elbe-Stahlwerke Feralpi GmbH
}
\DeclareAcronym{lkw}{
short=LKW,
long=Lastkraftwagen
}
\DeclareAcronym{gj}{
short=GJ,
long=Geschäftsjahr
}
\DeclareAcronym{WR}{
short=WR,
long=warmgewalzte Ringe
}
\DeclareAcronym{etf}{
short=ETF,
long=Exchange-Traded-Fund
}
\DeclareAcronym{api}{
short=API,
long=Programmierschnittstelle,
foreign=application programming interface
}
\DeclareAcronym{pca}{
short=PCA,
long=Hauptkomponentenanalyse,
foreign=principal component analysis
}
\DeclareAcronym{coreq}{
short=COREQ,
long=Consolidated criteria for reporting qualitative research
}