Sentence examples for sample prediction was from inspiring English sources

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

The single sample prediction was applied to assign expression subtypes to the samples.

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

Out of sample predictions are made for a further 36 months, January 2012 to December 2014.

PAUDA was also able to achieve a high F1 Score using the MS evidence measure and a high consensus threshold but the single sample predictions were less robust.

Using (13 - 17 13 - 17fficients are calculated based on this sequence, and then a one-sample predicoefficientse using (11).

Premultiplying this expression by X2, the out-of-sample prediction is given by (17) y ^ 2 = X 2 X ⊤ X X ⊤ + λ I N − 1 y.

Out-of-sample prediction is more difficult, because LD relationships may differ between testing and validation samples, or because models with many parameters can overfit the data to reflect their vagaries [ 34].

The RMSE of 40 days found by the presented study in out-of sample-prediction was high with respect to a median of 56 days and an interquartile range of 59 days in the validation sample (not shown is results).

Results from both analyses are summarized in Table 2. Sampling predictions were considerably higher in recall than FBA predictions for both conditions, with respective ranges of 0.83 1 compared to 0.48 0.96.

Specifically, each sample's prediction was obtained by the use of a model that was fit by the remaining 97 samples.