What is recorded here?
Described the ID3 approach to synthesizing decision trees from examples and examined extensions for noisy or incomplete information and a stated shortcoming of the basic procedure.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
The record is the exact 1986 Machine Learning paper. Earlier ID3 reports, CART, C4.5, random forests, boosting and later pruning or interpretability methods remain separate.
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People and systems
J. Ross Quinlan
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
Research locations and affiliations
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Documented countries / regions: Australia
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English catalogue narrative
Quinlan: induction of decision trees
Described the ID3 approach to synthesizing decision trees from examples and examined extensions for noisy or incomplete information and a stated shortcoming of the basic procedure.
Scientific scope
The record is the exact 1986 Machine Learning paper. Earlier ID3 reports, CART, C4.5, random forests, boosting and later pruning or interpretability methods remain separate.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
J. Ross Quinlan
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.