Overall performance
Results off Re methylation forecast algorithm in various prediction modelsparison from relationship and RMSE between counted (NimbleGen) and predict (according to HM450) viewpoints for five anticipate models (Naive, RF, RF-Slender, SVM-Linear, and you may SVM-RBF) according to an educated commercially possible overall performance (dashed range). RF-Slender hit a knowledgeable overall performance both for Alu (A) and you can Range-1 (B) and you may approach to an educated theoretical levelpared with RF, RF-Trim removed a lot more unreliable forecasts, resulting in less exposure however, superior results. RF: random forest; SVM-Linear: support vector servers having linear kernel; SVM-RBF: support vector machine that have radial base setting kernel.