BibTeX
@TECHREPORT{Mitchell80theneed,
author = {Tom M. Mitchell},
title = {The Need for Biases in Learning Generalizations},
institution = {},
year = {1980}
}
Years of Citing Articles
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Abstract
This paper defines precisely the notion of bias in generalization problems, then shows that biases are necessary for the inductive leap. Classes of justifiable biases are considered, and the relationship between bias and domain-independence is considered
Citations
| 138 | Version Spaces: An Approach to Concept Learning - Mitchell - 1978 |
| 107 | Version spaces: A candidate elimination approach to rule learning - Mitchell |
| 5 | Modeldirected learning of production rules. Pattern-Directed Inference Systems - Buchanan, Mitchell - 1978 |
| 2 | Modelling student acquisition of problem solving skills. AAAI1 - Smith, J - 1980 |
| 2 | FOCUSER: A strategic interaction paradigm for language acquisition. AAAI1 - Smith - 1980 |
| 2 | Knowledgedirected learning. Pattern-Directed Inference Systems - Soloway, Riseman - 1978 |
