The method extends the DSD majority vote algorithm introduced by Cao et al. to give confidence scores on predicted labels and to use predictions of high confidence to predict the labels of other nodes in subsequent rounds. We call this a majority vote cascade.
We call this a majority vote cascade. Several cascade variants are tested in a stringent cross-validation experiment on PPI networks from S. cerevisiae and D.
Sep 4, 2019 · A method to improve protein function prediction for sparsely annotated PPI networks is introduced. The method extends the DSD majority vote algorithm.
Majority Vote Cascading: A Semi-Supervised Framework For Improving Protein Function Prediction. Supplementary Material. John Lazarsfeld. Jonathan Rordrıguez.
Sep 7, 2019 · We are particularly interested in using a method such as majority vote cascading on networks that are less well annotated than the yeast network ...
Oct 22, 2024 · We call this a majority vote cascade . Several cascade variants are tested in a stringent cross-validation experiment on PPI networks from S.
Majority Vote Cascading. This is the supplementary material for "Majority Vote Cascading: a Semi-Supervised Framework for Improving Protein Function Prediction ...
Abstract: A method to improve protein function prediction for sparsely annotated PPI networks is introduced. The method extends the DSD majority vote ...
Majority Vote Cascading: A Semi-Supervised Framework for Improving Protein Function Prediction. Resource URI: https://dblp.l3s.de/d2r/resource/publications ...