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ICMLA
2008
15 years 1 months ago
On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of Classifiers
The test set accuracy for ensembles of classifiers selected based on single measures of accuracy and diversity as well as combinations of such measures is investigated. It is foun...
Tuve Löfström, Ulf Johansson, Henrik Bos...
LREC
2010
116views Education» more  LREC 2010»
15 years 1 months ago
Evaluating Lexical Substitution: Analysis and New Measures
Lexical substitution is the task of finding a replacement for a target word in a sentence so as to preserve, as closely as possible, the meaning of the original sentence. It has b...
Sanaz Jabbari, Mark Hepple, Louise Guthrie
INEX
2005
Springer
15 years 5 months ago
INEX 2005 Evaluation Measures
Abstract. This paper describes the official measures of retrieval effectiveness employed in INEX 2005: the eXtended Cumulated Gain (XCG) measures. In addition, results of correlat...
Gabriella Kazai, Mounia Lalmas
EMNLP
2006
15 years 1 months ago
Distributional measures of concept-distance: A task-oriented evaluation
We propose a framework to derive the distance between concepts from distributional measures of word co-occurrences. We use the categories in a published thesaurus as coarse-graine...
Saif Mohammad, Graeme Hirst
PKDD
2005
Springer
94views Data Mining» more  PKDD 2005»
15 years 5 months ago
Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest
In the last few years, the data mining community has proposed a number of objective rule interestingness measures to select the most interesting rules, out of a large set of discov...
Deborah R. Carvalho, Alex Alves Freitas, Nelson F....