Data description (data)

• Data table (Table)
• Domain description (Domain)
  • Domains as lists and dictionaries
  • Conversions between domains
  • Multiple classes
  • Meta attributes
• Data instances (Instance)
  • Features
  • Meta attributes
  • Hashing
• Values (Value)
  • Casting and comparison of values
• Loading and saving data
  • Tab-delimited format
    • Feature types
    • Optional flags
    • Baskets
  • Basket Format
  • Other supported data formats
• Random sampling data (sample)
• Filtering (filter)
  • Filtering missing data
  • Random filter
  • Filtering by single features
  • Filtering by multiple features
  • Composition of filters
• Data discretization (discretization)
  • Data discretization classes
• Continuization (continuization)
• Imputation (imputation)
• Preprocessing (preprocess)
  • Data Scaling (scaling)
• Utilities (utils)
  • Value transformers
• SQL interface (sql)
  • Attribute Names and Types
• Outlier detection (outliers)