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Table Of Contents

  • Algorithms
  • Algorithms by Classification
    • Global Algorithm
    • Local Algorithm
    • Multi-Dimensional algorithm
    • One-Dimensional Algorithm
  • Algorithms by Tool
  • Single Steps
  • Single Steps by Classification
  • Reference Processes
  • Changelog

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Local Algorithm

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Global Algorithm¶

Algorithms

  • Box-Cox Transformation
  • Bubble Sort
  • C4.5
  • Chi-Squared Test
  • Class-attribute Interdependence Maximization (CAIM)
  • Decimal Scaling
  • Equal-frequency Interval Binning
  • Equal-width Interval Binning
  • Fast Fourier Transform
  • Grubbs’ Test
  • Hampel Identifier
  • K-Means Clustering
  • Linear Regression
  • Maximum Likelihood
  • Mean
  • Mean Absolute Deviation
  • Median
  • Midrange
  • Min-Max Scaling
  • Mode
  • One-Rule Discretizer (1RD)
  • Polynomial Regression
  • Principal Component Analysis
  • Quick Sort
  • Runs Test
  • Selection Sort
  • Sign Test
  • Simple Random Sample with Replacement
  • Simple Random Sample without Replacement
  • Standard Deviation
  • Tietjen-Moore Test
  • Trimmed Mean
  • Unitnorm Scaling
  • Weighted Mean
  • Zero-Mean Scaling

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