MLASSO-Hum: A LASSO-based interpretable human-protein subcellular localization predictor

Keyphrases

• Protein Subcellular Localization 100%
• Least Absolute Shrinkage and Selection Operator (LASSO) 100%
• Gene Ontology Terms 100%
• Human Proteins 100%
• Gene Ontology 50%
• Subcellular Localization 16%
• Computational Methods 16%
• Feature Vector 16%
• Human Disease 16%
• High Dimension 16%
• Hierarchical Information 16%
• Overfitting 16%
• Classification Decision 16%
• One-vs-One 16%
• Ontological Basis 16%
• Ontology Development 16%
• Cellular Components 16%
• Sequence-based Methods 16%
• Subcellular Compartments 16%
• Large-scale Prediction 16%
• Depth Distance 16%
• Knowledge-based Method 16%

Biochemistry, Genetics and Molecular Biology

• Subcellular Localization 100%
• Gene Ontology 100%
• Solution and Solubility 11%
• Essential Gene 11%

Computer Science

• Ontology 100%
• High Dimensionality 11%
• Interpretability 11%
• Computational Method 11%
• Feature Vector 11%
• Experimental Result 11%