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Processed feature matrices used in Liebeskind et al. (2018). Supporting code: https://github.com/marcottelab/plum Datasets 1 - 4 correspond to those used in Figure 4: Dataset 1: No AP-MS, yeast CF-MS, training species: Human Dataset 2: AP-MS, yeast CF-MS, training species: Human Dataset 3: AP-MS, yeast CF-MS, training species: Human, Yeast Dataset 4: AP-MS, no yeast CF-MS, training species: Human, Yeast ".train_labeled.missing_annotated.csv" files are those used for training the model and include only orthogroups for which interactions are known in the training species. These known interactions come either from gold-standard test sets, such as CORUM or EMBL's training portal, or from the fact that at least of the orthogroup pairs is missing in the focal taxon. ".missing_annotated.csv" files were used for prediction, and include the entire feature matrices, plus known missing pairs. Note that there is no dataset 3 file. This is because data sets 2 and 3 differ only in the training species used, so dataset 3 predictions used dataset2_07302018.missing_annotated.csv as a feature matrix. dataset4_prediction_07302018.csv contains the predictions for all pairs on data set 4, the best performing data set that was used for all downstream analyses.
Protein interactions, ancestral reconstruction, molecular evolution, mass spectrometry, comparative methods
Protein interactions, ancestral reconstruction, molecular evolution, mass spectrometry, comparative methods
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