This classification model was built to distinguish between four different lung tumors (adenocarcinomas, small-cell lung carcinomas, squamous cell carcinomas and carcinoids) and normal lung tissue on the basis of DNA expression signatures.
Platform: Affymetrix Human Genome U95Av2 Array
- adenocarcinoma (AD): 139 examples (68.5%)
- normal lung (NL): 17 examples (8.4%)
- small cell lung cancer (SMCL): 6 examples (3.0%)
Following are the three best-ranked visualization with eight, six and four attributes in respect to the visualization score, that is, visualizations where examples from different diagnostic classes are best separated: