Skip to main content

Table 2 Area under the precision versus recall curve for MIPS function prediction

From: Combining guilt-by-association and guilt-by-profiling to predict Saccharomyces cerevisiaegene function

Individual classifier

Funckenstein

MRF-NB

  

FL

RF + FL

 

PDT

RF

Spoke model

Spoke model + Pfam

Matrix Model

Matrix model + Pfam

FL spoke model

FL spoke model + Pfam

FL matrix model

FL matrix model + Pfam

 

0.504

0.621

0.364

0.451

0.355

0.451

0.651

0.637

0.644

0.635

0.522

  1. FL, functional linkage; MIPS, Munich Information Center for Protein Sequences; MRF, Markov random field; NB, naïve Bayes; PDT, probabilistic decision tree; RF, random forest.