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  • User Guide
  • Methods
  • Explore
  • Learn
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  • API
  • GitHub
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Section Navigation

  • Methods overview
    • Augmentation
      • Augmentation Methods
        • AddNoise
        • BaselineShift
        • FractionalShift
        • GaussianBroadening
        • IndexShift
        • SpectrumScale
    • Preprocessing
      • Baseline Methods
        • AirPls
        • ArPls
        • AsLs
        • ConstantBaselineCorrection
        • CubicSplineCorrection
        • LinearCorrection
        • NonNegative
        • PolynomialCorrection
        • SubtractReference
      • Derivative
        • NorrisWilliams
        • SavitzkyGolay
      • Scaling Methods
        • MinMaxScaler
        • NormScaler
        • PointScaler
      • Scattering Methods
        • ExtendedMultiplicativeScatterCorrection
        • MultiplicativeScatterCorrection
        • RobustNormalVariate
        • StandardNormalVariate
      • Smoothing Methods
        • MeanFilter
        • MedianFilter
        • SavitzkyGolayFilter
        • WhittakerSmooth
    • Feature Selection
      • Feature Selection Methods
        • IndexSelector
        • RangeCut
        • SRSelector
        • VIPSelector
    • Outliers
      • Outliers Methods
        • DModX
        • HotellingT2
        • QResiduals
        • Leverage
        • StudentizedResiduals
  • Methods
  • Methods overview
  • Feature Selection

Feature Selection#

Select the most chemically relevant features to improve the performance of your model.

API Modules

  • Feature Selection Methods
    • IndexSelector
    • RangeCut
    • SRSelector
    • VIPSelector

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WhittakerSmooth

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Feature Selection Methods

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