RT Journal Article
SR Electronic
T1 iCOBRA: open, reproducible, standardized and live method benchmarking
JF bioRxiv
FD Cold Spring Harbor Laboratory
SP 033431
DO 10.1101/033431
A1 Charlotte Soneson
A1 Mark D. Robinson
YR 2015
UL http://biorxiv.org/content/early/2015/12/01/033431.abstract
AB We present iCOBRA, a flexible general-purpose web-based application and accompanying R package to evaluate, compare and visualize the performance of methods for estimation or classification when ground truth is available. iCOBRA is interactive, can be run locally or remotely and generates customizable, publication-ready graphics. To facilitate open, reproducible and standardized method comparisons, expanding as new innovations are made, we encourage the community to provide benchmark results in a standard format.