Macromolecular Assemblies from Co-Elution Profile (MACP)


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Documentation for package ‘MACP’ version 0.1.0

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calculate_PPIscore Calculate Pairwise Protein Profile Similarity using Different Metrics
cluster_tuning ClusterONE Hyperparameters Tuning
Clust_Valid Cluster Evaluation by External Measures
data_filtering Data Filtering
EliminateCpxRedundance Hierarchical Clustering of Modules
enrichmentCPX Functional Enrichment Analysis for Predicted Complexes
ensemble_model Predict Interactions via Ensemble Learning Method
exampleData Demo CF-MS data
generate_refInt Generate Class Labels for Data Input Based on Gold Reference Set
getCPX Fetch Complexes from the CORUM Database
get_clusters Predict Complexes
get_DenoisedNet Denoising Predicted Protein-Protein Interactions
impute_MissingData Impute missing Values in Elution Profile Matrix
keepMT Keep Mitochondrial (mt) Proteins
MCL_clustering MCL clustering
MCL_tuning MCL Hyperparameters Tuning
orthMappingCpx Protein Complex Ortholog Mapping
predPPI_MACP Predict Protein-Protein Interactions and Putative Complexes
refcpx CORUM reference complexes
scaling Column and Row-wise Normalization
subcellular.mtPPI Keep Mitochondrial (mt) Proteins