Skip to main content

Table 3 Supervised learning methods

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

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.
  1. 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.