Confident Predictability: Identifying reliable gene expression patterns for individualized tumor classification using a local minimax kernel algorithm

• Autores principales: Berry Damon (Autor), Rybnikov Konstantin (Autor), Kheifets Alexander (Autor), Zou Fei (Autor), Jones Lee K (Autor), Tan Aik (Autor)
• Formato: Libro
• Publicado: BMC, 2011-01-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

<p>Abstract</p> <p>Background</p> <p>Molecular classification of tumors can be achieved by global gene expression profiling. Most machine learning classification algorithms furnish global error rates for the entire population. A few algorithms provide an estimate of pro...