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What is Instance based learning?
New problem instances are compared with instances seen in training phase (stored in memory) instead of performing explicit generalization (lazy learning).
Hypothesis
Advantage
Hypothesis
- Constructed on the fly directly from the training instances
- The complexity can grow with the data
- In the worst case it is a list of all training samples
Advantage
- Adapt the model to previous unseen data
Tags:
Quelle: CI Teil 1 Lecture 6
Quelle: CI Teil 1 Lecture 6
Karteninfo:
Autor: Sepp Samuel
Oberthema: Telematik
Thema: Computational Intelligence
Schule / Uni: TU Graz
Veröffentlicht: 02.07.2014