Which is better for cDNA-microarray-based classification: ratios or direct intensities.
Sanju AttoorEdward R. DoughertyYidong ChenMichael L. BittnerJeffrey M. TrentPublished in: Bioinform. (2004)
Keyphrases
- classification accuracy
- pattern recognition
- neural network
- classification algorithm
- support vector machine
- feature selection
- feature space
- classification method
- supervised learning
- classification process
- machine learning methods
- benchmark datasets
- machine learning algorithms
- image classification
- data sets
- multiresolution
- classification rate
- feature extraction
- classification scheme
- automatic classification
- image intensity
- classification models
- cdna microarray
- subband
- support vector machine svm
- unsupervised learning
- model selection
- feature vectors
- decision trees
- image processing