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Mind map

Data Preprocessing

j.danielwesly English

Map content

Data Preprocessing

  1. Data Cleaning

    • Missing Values
    • Noisy Data
    • Data Cleaning as a Process
  2. Data Integration and Transformation

    • Data Integration
    • Data Transformation
  3. Data Reduction

    • Data Cube Aggregation
    • Attribute Subset Selection
    • Dimensionality Reduction
    • Numerosity Reduction
  4. Data Discretization and Concept Hierarchy Generation

    • Discretization and Concept Hierarchy Generation for Numerical Data
    • Concept Hierarchy Generation for Categorical Data

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Description
Mind Map on Data Preprocessing, created by j.danielwesly on 19/02/2015.
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j.danielwesly
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