Expression profiling in canine osteosarcoma: identification of biomarkers and pathways associated with outcome

BMC Cancer

Table 3 Results of classification modeling.

	Classifier Model
	J48 Decision Tree (15 Genes)	Support Vector Machine (15 Genes)	Logistic Regression (3 Genes)	Support Vector Machine (3 Genes)
Full Training Set^a	100%^c	100%	100%	100%
Stratified Cross-Validation^b	75%	90%	90%	90%

^a Full training sets included data for all 20 samples to both build and test the model.
^b Stratified cross-validation models were built with 90% of the samples and tested with the remaining 10% through multiple iterations.
^c Percent of samples correctly classified by the model.

ISSN: 1471-2407