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The results should nevertheless be suitable as the subgroups were clear-cut and stable as suggested by the validation tests.
RSCU values from a novel sequence can be mapped to the existing axes of a CA to reveal the relationship of that sequence to existing groups as shown by the validation tests performed in this work.
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By the validation of test data, two actual engineering models and a published double-parameter crack growth model, called Zhang-model, are all suitable in the case of negative stress ratio, and are used to describe the test data in the corresponding coordinate system.
During registration, the database was also continuously controlled by logic validation tests.
Therefore, if the 3'-end exon candidates were not supported by any of the first three validation tests, all the poly(A/T -tailed ESTs in these 3'-end exon cA/T -tailedESTsre-analyzed, and an extra crinerion was intheseced, i.e. the sequence downstream the poly(A) sites should not match the corresponding genomic region as to eliminate internal priming sites as possible as we can.
The prediction models have also been validated by cross validation test.
The accuracy of the established ANN was validated by an internal validation test as well as an external validation test.
Further, good predicting ability of the produced models was also observed by applying the statistical tests (Tropsha's validation tests) for the continuous predictive models calculating Rext, k, k′ parameters as reported by (Additional file 1: Table S6) Golbraikh and Tropsha [31] and Vrontaki et al. [32].
In practice, the number of nearest neighbors (i.e., the value of k for k-nearest neighbors) is determined by a validation test in which the training data are further divided into two subsets at random.
Validation was performed by means of the Cross Validation test (CV), version LOO.
In addition, the feasibility of using marker-assisted selection (MAS) for transferring those genetic factors was explored by testing the bias of each QTL by cross validation test.
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CEO of Professional Science Editing for Scientists @ prosciediting.com