@article{powers2011evaluation, archivePrefix = {arXiv}, arxivId = {arXiv:1011.1669v3}, author = {POWERS, D.M.W.}, doi = {10.1.1.214.9232}, eprint = {arXiv:1011.1669v3}, isbn = {2229-3981}, issn = {2229-3981}, journal = {Journal of Machine Learning Technologies}, keywords = {Correlation,DeltaP,F-Measure,Informedness and Markedness,Kappa,Rand Accuracy,Recall and Precision,Significance}, number = {1}, pages = {37--63}, pmid = {12345678}, title = {{Evaluation: From Precision, Recall and F-Measure To Roc, Informedness, Markedness {\&} Correlation}}, url = {http://www.bioinfopublication.org/files/articles/2_1_1_JMLT.pdf}, volume = {2}, year = {2011} }