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A principal component analysis (PCA) using singular value decomposition was used for ethnicity validation and tests of population structure.
By default this uses 10-fold cross validation and tests the cross-validation prediction error of k (defined as the total Kendall's distance) from 1 to 20.
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We validate our phosphorylation signature using rigorous cross validation and testing on a previously unpublished independent set.
Verification, validation and test.
The validation and test curve are very similar.
The validation and test results also show R2 values >0.8.
Model validation and testing runs create predictions about new Compounds.
This risk can be lowered through validation and testing as we've shown below.
Requirements, QA, validation and test procedures need to be completed for every feature of every product.
Each CNN was developed in training, validation, and testing processes.
While the network was well trained, validation and testing of the network with the corresponding validation and testing data set were performed.
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