Category Labeled Dataset

A Category Labeled Dataset is a labeled record set with a categorical target attribute.

• Context:
  • It can range from being a Binary Labeled Training Dataset to being a Multi-Class Labeled Training Dataset.
  • It can be an input to a Supervised Classification Task.
  • …
• Example(s):
  • an Iris Dataset.
  • …
• Counter-Example(s):
  • Regression Dataset.
• See: Numeric Target, Categorical Attribute.

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References

2011

• http://code.google.com/apis/predict/docs/glossary.html
  • QUOTE: Categorical Data - Training data that assigns a text value to individual examples. Query results try to find the label (category) that the query term most closely resembles. For instance, the Hello World example tries to determine whether the string passed in resembles entries labeled as "English," "Spanish," or "French" most closely.

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