Fourteen of the 21 Ph.D. theses Stapel supervised are also tainted, the committee concluded. .
The details of supervised Internet use were also not discussed.
Class prediction based on leave-one-out cross-validation was performed with the k-nearest neighbours algorithm (KNNXValidation, GenePattern), and two supervised classification algorithms were also used to search for the best classifiers, in R version 2.11.1: Support Vector Machine (SVM, packages e1071 1.5 24) (Meyer, 2011) and Random Forest (RF, package randomForest 4.6-2) (Liaw, 2011).
Aerobic exercises were recommended, but supervised resistance training sessions were also offered.
In this study, we proposed a kernel matrix dimension reduction method (KMDR) for predicting drug-target interactions, and in order to facilitate benchmark comparisons, two other representative algorithms, the Regularized Least Squares classifier (RLS) and the semi-supervised link prediction classifier (SLP), were also used to predict drug-target interactions on a same dataset.
Learning was usually in the mode of supervised practice with colleagues, but there were also formal courses and lectures.
The data were also subject to supervised learning method PAM (prediction analysis for microarray) (Tibshirani et al, 2002), which was used to identify expression pattern associated with specific histology.
Two supervised receivers are also derived by using a (short) pilot-assisted closed-form solution for calculating channel estimates.
A supervised analysis was also performed to determine genes that were significantly differentially expressed between pre- and post-epigenetic treatment in clinical samples using significance analysis ofg microarrays.
SVM-based approaches were also adapted to semi-supervised learning in various ways.
