Sentence examples for sample prediction in from inspiring English sources

The Decision Forest prediction and the k-nearest neighbor prediction can then be combined to assign the sample prediction in such a way that the expected error of the prediction is more accurate.

The separation of the samples into three groups on the basis of class similarities led to improved sample prediction in the two datasets.

The same analysis was performed for the NOS sample predictions in the NCI dataset, and 6 out of the 10 NOS samples clustered with their predicted subtypes (Figure 5).

This shows fits of survival curves for the training data set [21], together with out of sample predictions in four of the other data sets for which information regarding survival exists.

An example of out of sample prediction is shown in Fig. 2, for New York City.

If altered PR signalling is in fact an important contributor to the initiation of HGSC, we would expect to observe a clear separation of FTEn and FTEb samples by unsupervised clustering and a higher accuracy rate in sample prediction analysis given the greatly enhanced risk of HGSC in BRCA1/2 mutation carriers.

In each dataset, sample prediction was improved by separating the samples into three groups according to class similarities.

We test the accuracy of the Markov chain using an out-of-sample prediction scheme, in which we repeatedly divide each sports' game data into a training set of a randomly selected 3/4 of all games and a test set of the remaining 1/4.

Our cross-validation procedures produced out-of-sample estimates that were not quantitatively compromised, relative to the in-sample predictions reported in Ramsden et al. (2011), see Table 3.

OLS would yield a perfect in-sample prediction without any predictive value out of sample and would not allow drawing inferences on the weights of the SNPs, as they are nonunique.

Given a ranking list of sample predictions, each sample point in the list can be used as a cutoff point.