Microarray classification using statistical learning and decision tree algorithms
| Data(s) |
01/01/2007
|
|---|---|
| Resumo |
This considers the challenging task of cancer prediction based on microarray data for the medical community. The research was conducted on mostly common cancers (breast, colon, long, prostate and leukemia) microarray data analysis, and suggests the use of modern machine learning techniques to predict cancer. |
| Identificador | |
| Idioma(s) |
eng |
| Publicador |
Deakin University, Faculty of Science and Technology, School of Engineering and Information Technology |
| Palavras-Chave | #Machine learning #Cancer - Diagnosis #DNA microarrays - Diagnostic use #Bayesian statistical decision theory #Decision trees #Computer algorithms |
| Tipo |
Thesis |
