Simple alignment-free methods for protein classification: A case study from G-protein-coupled receptors

Biochemistry, Genetics and Molecular Biology

• Protein Family 100%
• G Protein Coupled Receptor 100%
• Protein Classification 100%
• Support Vector Machine 66%
• Protein Function 33%
• Hidden Markov Model 33%
• Amino Acid Composition 33%

Medicine and Dentistry

• G Protein Coupled Receptor 100%
• Protein Family 100%
• Protein Function 33%
• Hidden Markov Model 33%
• Amino Acid Composition 33%

Keyphrases

• Similarity Detection 33%
• Optimal Mining 33%
• Support Vector Machine Classifier 33%
• Alignment Score 33%
• Balanced Performance 33%