Table 3. Analysis of gene expression... | American Society of Hematology

Table 3.

Analysis of gene expression datasets.

Unsupervised Learning
- ♦ Data clustered according to intrinsic properties
- ♦ Algorithms
  - ▪ Self-organizing maps (SOMs)
  - ▪ Hierarchical clustering
Supervised Learning
- ♦ Model trained to distinguish between 2 classes
- ♦ Algorithms
  - ▪ Weighted voting
  - ▪ k-NN
  - ▪ Support vector machines
  - ▪ IBM SPLASH