Sampling

Beschreibung

Bsc Hons Data Mining Mindmap am Sampling, erstellt von Steve Hiscock am 15/12/2013.
Steve Hiscock
Mindmap von Steve Hiscock, aktualisiert more than 1 year ago
Steve Hiscock
Erstellt von Steve Hiscock vor etwa 12 Jahre
18
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Zusammenfassung der Ressource

Sampling
  1. Simple Random Sample
    1. Seed number. The chance of selection is equal
      1. Elements selected independently
    2. Systematic
      1. Taking every nth observation
      2. Take the first n examples
        1. Stratified - Classifying the data, and taking random samples
          1. Unbalanced stratified
            1. Taking a random sample, from each class not proportional to the class sizes
          2. Overfitting
            1. Perfect fits to the data, when its like in reality unlike to be perfect
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