Peretinoin, an acyclic retinoid, improves the hepatic gene signature of chronic hepatitis C following curative therapy of hepatocellular carcinoma

Table 3 Supervised learning methods

Class		No. of predictors	Prediction	p-value
		(p<0.002)	(%)
Pre-treatment	Recurrence vs non-recurrence	6	47.1	N.S.
On-treatment	Recurrence vs non-recurrence	224	79.6	< 0.05
On-treatment	300 mg vs 600 mg	38	72.7	N.S.

Seven algorithms of Compound-Covariate Predictor, Diagonal Linear Discriminant Analysis 1-Nearest Neighbor, 3-Nearest Neighbors, Nearest Centroid, Support Vector Machine, and Bayesian Compound Covariate were used for class prediction. Prediction % was calculated as the average of these seven algorithms.

ISSN: 1471-2407