Sentence examples for described supervised from inspiring English sources

Age-associated CpGs were derived from the 148 healthy control samples using the previously described supervised analysis (293 CpGs passed an FDR threshold of <0.3).

The flexibility of our modeling strategy is demonstrated by the fact that it straightforwardly derives previously described supervised normalization models for more specialized experimental designs and technologies (Baird et al., 2004; Dabney and Storey, 2007; Wolfinger et al., 2001).

Nineteen plant (sub communities for the Great Gobi A SPA have been identified and described using supervised classification of Landsat imagery (von Wehrden et al., 2006a,b, 2009).

In this paper, we describe a supervised classification approach that is designed to identify and recommend the most helpful product reviews.

The paper entitled "Using intracardiac vectorcardiographic loop for surface ECG synthesis" by A. Kachenoura et al. describes a supervised machine learning approach to reconstruct the surface of ECG signals from EGM signals that are recorded by implanted devices.

We describe a supervised spatial classification algorithm in which the primary goal is to stratify a landscape or other spatial data into a set of discrete patches based on available categorical and continuous data.

Then, we will describe the supervised ensemble approach used as a baseline in our evaluation, and finally, our proposed self-training and co-training ensemble variants.

After import into GeneSpring GX 7.3.1 and preprocessing as described before, a supervised analysis was performed by using t test or ANOVA (with a Benjamini Hochberg false-discovery rate of 5%) followed by Tukey post hoc testing to identify genes with differential expression between predefined groups, where appropriate.

In this article, we have described the semi-supervised training set expansion methods prediction propagation (PP) and kernel initialization (KI) that alleviate the overfitting problem of local modeling while preserving its modeling flexibility.

An overview of the supervised algorithm is shown in Figure 2. The supervised algorithm described earlier in the text only uses labeled data to train a classifier.

Although h ˜ is intended as a sort of proxy for the information transmitted by the unsupervised clustering of responses using the pairwise distances, it is derived from the supervised procedure described here [25].