Statistics and Data Analysis for Microarrays Using R and Bioconductor, 2nd Edition

Machine learning techniques 971

sampleNames: 01005 01010 ... 84004 (79 total)

varLabels: cod diagnosis ... date last seen (21 total)

varMetadata: labelDescription

featureData: none

experimentData: use

experimentData(object)

pubMedIds: 14684422 16243790

Annotation: hgu95av2

There are 79 samples present, 37 of which present BCR/ABL fusion.

29.4.2 Supervised methods

Supervised methods of learning, such as trees , neural networks, and support

vector machines, will be illustrated in this section.

The following example uses 50 random samples from bfust data to train a

neural network model, which is used to pr edict the class on the r emaining 29

samples from bfu ...