Improving pattern classification of DNA microarray data by using PCA and Logistic Regression

Mathematics

• DNA Microarray 100%
• Pattern Classification 90%
• Microarray Data 83%
• Logistic Regression 70%
• Classifier 48%
• Gene 42%
• Attribute 41%
• Leukemia 27%
• Dimensionality Reduction 27%
• Curse of Dimensionality 27%
• Learning Algorithm 25%
• Pattern Recognition 24%
• Machine Learning 23%
• Principal Component Analysis 22%
• Necessity 22%
• Cancer 22%
• Benchmark 20%
• Decay 17%
• Experiment 16%
• Methodology 15%

Engineering & Materials Science

• Microarrays 73%
• Logistic regression 71%
• DNA 66%
• Pattern recognition 56%
• Genes 41%
• Classifiers 30%
• Dimensionality reduction 23%
• Principal component analysis 20%
• Learning algorithms 17%
• Machine learning 15%
• Experiments 7%