Table 1 Results obtained from the various predictors, on a dataset of 72 transmembrane proteins [38]. Results obtained when the methods were not trained and tested on the same dataset, however some of the proteins in the dataset were present in the datasets used for training the other methods. The results of HMM-TM were obtained through a nine-fold cross validation procedure. The methods that allow the incorporation of experimental information are listed separately. The results of UMDHMM^TMHP could not be obtained by cross-validation (since it was trained on the same dataset), and thus are listed separately in the text

From: Algorithms for incorporating prior topological information in HMMs: application to transmembrane proteins