Publications

@article{alaiz-rodriguez_visualization-based_2008,

title = {A visualization-based exploratory technique for classifier comparison with respect to multiple metrics and multiple domains},

author = {Rocío Alaiz-Rodríguez and Nathalie Japkowicz and Peter Tischer},

url = {https://link.springer.com/chapter/10.1007/978-3-540-87481-2_43},

year  = {2008},

date = {2008-01-01},

journal = {Joint European Conference on Machine Learning and Knowledge Discovery in Databases},

pages = {660–665},

abstract = {Classifier performance evaluation typically gives rise to a multitude of results that are difficult to interpret. On the one hand, a variety of different performance metrics can be applied, each adding a little bit more information about the classifiers than the others; and on the other hand, evaluation must be conducted on multiple domains to get a clear view of the classifier’s general behaviour.},

note = {Publisher: Springer Berlin Heidelberg Berlin, Heidelberg},

keywords = {classifier evaluation, machine learning, model testing, performance metrics},

pubstate = {published},

tppubtype = {article}

}