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Mind map

Data pre-processing

microbiologysiva English

Map content

Data pre-processing

  1. Data cleaning

    • Missing values
    • Noisy data
      • binning
      • clustering
    • Data cleaning as a process
    • Data integration and transformation
  2. Data reduction

    • Data cube aggregation
    • Attributes subset selection
    • Dimensionality reduction
    • Numerosity reduction
    • Data discretization and concept hierarchy generation

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Mind Map on Data pre-processing, created by microbiologysiva on 18/02/2015.
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