The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

A Review of Computational Tools in microRNA Discovery

(2013) Clarissa P. C. Gomes et al.   Frontiers in Genetics

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Caveats and pitfalls of ROC analysis in clinical microarray research (and how to avoid them)

(2011) D. Berrar et al.   BRIEFINGS IN BIOINFORMATICS

A CROC stronger than ROC: measuring, visualizing and optimizing early retrieval

(2010) S. J. Swamidass et al.   BIOINFORMATICS

miRBase: integrating microRNA annotation and deep-sequencing data

(2010) A. Kozomara et al.   NUCLEIC ACIDS RESEARCH

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

minet: A R/Bioconductor Package for Inferring Large Transcriptional Networks Using Mutual Information

(2008) Patrick E Meyer et al.   BMC BIOINFORMATICS

Receiver-operating characteristic curve analysis in diagnostic, prognostic and predictive biomarker research

(2008) K. Soreide   JOURNAL OF CLINICAL PATHOLOGY

What are artificial neural networks?

(2008) Anders Krogh   NATURE BIOTECHNOLOGY

Support Vector Machines and Kernels for Computational Biology

(2008) Asa Ben-Hur et al.   PLoS Computational Biology