Ensemble random projection for multi-label classification with application to protein subcellular localization

Keyphrases

• Protein Subcellular Localization 100%
• Random Projection 100%
• Multi-label Classification 100%
• Feature Vector 75%
• High-dimensional Features 50%
• Classification System 50%
• Projection Matrix 50%
• Reduction Method 25%
• Dimensionality Reduction 25%
• Protein Sequence 25%
• Gene Ontology 25%
• Classification Performance 25%
• One-vs-One 25%
• Irrelevant Information 25%
• Curse of Dimensionality 25%
• Predictive Power 25%
• Low-dimensional Space 25%
• Classification Task 25%
• Protein Classification 25%
• Redundant Information 25%
• Multi-label Classifier 25%
• Overfitting 25%
• Low-dimensional Vectors 25%
• Swiss-Prot Database 25%
• Support Vector Classifier 25%
• Zero Mean 25%

Mathematics

• Feature Vector 100%
• Projection Matrix 66%
• Dimensional Space 33%
• Dimensionality Reduction 33%
• Predictive Power 33%
• Curse of Dimensionality 33%
• Reduction Method 33%
• Support Vector Machine 33%
• Dimensional Vector 33%
• Mean Variance 33%
• Unit Variance 33%