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DKE
2008
57views more  DKE 2008»
13 years 11 months ago
On the evaluation of the decision performance of an incomplete decision table
As two classical measures, approximation accuracy and consistency degree can be extended for evaluating the decision performance of an incomplete decision table. However, when the...
Yuhua Qian, Chuangyin Dang, Jiye Liang, Haiyun Zha...
ISCI
2008
84views more  ISCI 2008»
13 years 11 months ago
Measures for evaluating the decision performance of a decision table in rough set theory
As two classical measures, approximation accuracy and consistency degree can be employed to evaluate the decision performance of a decision table. However, these two measures cann...
Yuhua Qian, Jiye Liang, Deyu Li, Haiyun Zhang, Chu...
INFORMATICASI
1998
122views more  INFORMATICASI 1998»
13 years 10 months ago
Experimental Evaluation of Three Partition Selection Criteria for Decision Table Decomposition
Decision table decomposition is a machine learning approach that decomposes a given decision table into an equivalent hierarchy of decision tables. The approach aims to discover d...
Blaz Zupan, Marko Bohanec
KBS
2010
51views more  KBS 2010»
13 years 9 months ago
Approximation reduction in inconsistent incomplete decision tables
Yuhua Qian, Jiye Liang, Deyu Li, Feng Wang, Nannan...
VLDB
2000
ACM
118views Database» more  VLDB 2000»
14 years 2 months ago
Decision Tables: Scalable Classification Exploring RDBMS Capabilities
In this paper, we report our success in building efficient scalable classifiers in the form of decision tables by exploring capabilities of modern relational database management s...
Hongjun Lu, Hongyan Liu