Generalized conditional entropy and a metric splitting criterion for decision trees

Dan A. Simovici; Szymon Jaroszewicz

doi:10.1007/11731139_7

Generalized conditional entropy and a metric splitting criterion for decision trees

Dan A. Simovici
, Szymon Jaroszewicz

Computer Science

West Pomeranian University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings
Pages	35-44
Number of pages	10
DOIs	https://doi.org/10.1007/11731139_7
State	Published - 2006
Event	10th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2006 - Singapore, Singapore Duration: Apr 9 2006 → Apr 12 2006

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3918 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	10th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2006
Country/Territory	Singapore
City	Singapore
Period	4/9/06 → 4/12/06

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Decision tree
Generalized conditional entropy
Metric
Metric betweenness

Access to Document

10.1007/11731139_7

Cite this

Simovici, D. A., & Jaroszewicz, S. (2006). Generalized conditional entropy and a metric splitting criterion for decision trees. In Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings (pp. 35-44). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3918 LNAI). https://doi.org/10.1007/11731139_7

Generalized conditional entropy and a metric splitting criterion for decision trees. / Simovici, Dan A.; Jaroszewicz, Szymon.
Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. 2006. p. 35-44 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3918 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Simovici, DA & Jaroszewicz, S 2006, Generalized conditional entropy and a metric splitting criterion for decision trees. in Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3918 LNAI, pp. 35-44, 10th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2006, Singapore, Singapore, 4/9/06. https://doi.org/10.1007/11731139_7

Simovici DA, Jaroszewicz S. Generalized conditional entropy and a metric splitting criterion for decision trees. In Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. 2006. p. 35-44. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/11731139_7

Simovici, Dan A. ; Jaroszewicz, Szymon. / Generalized conditional entropy and a metric splitting criterion for decision trees. Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. 2006. pp. 35-44 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Generalized conditional entropy and a metric splitting criterion for decision trees

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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Cite this