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Table Of Contents

  • Algorithms
  • Algorithms by Classification
  • Algorithms by Tool
  • Single Steps
    • Data Cleaning
    • Data Discretization
    • Data Import”
    • Data Integration
    • Data Reduction
      • Data Deduplication
      • Dimensionality Reduction
      • Numerosity Reduction
        • Equal-frequency Interval Binning
        • Equal-width Interval Binning
        • Linear Regression
        • Polynomial Regression
        • Simple Random Sample with Replacement (SRSWR)
        • Simple Random Sample without Replacement (SRSWOR)
    • Data Transformation
    • Mathematical Computation
  • Single Steps by Classification
  • Reference Processes
  • Changelog

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Data Reduction with Principal Component Analysis (PCA)

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Data Reduction With Equal-frequency Interval Binning

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Numerosity Reduction¶

Sub-Categories

  • Equal-frequency Interval Binning
  • Equal-width Interval Binning
  • Linear Regression
  • Polynomial Regression
  • Simple Random Sample with Replacement (SRSWR)
  • Simple Random Sample without Replacement (SRSWOR)

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  • Data Processing Compendium - Workflows for Knowledge Exploitation in the Process Industries 2.0 »
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