Sentence examples for validation is useful from inspiring English sources
This external validation is useful to stop the training when the mean squared error evaluated for a data set not used in the adaptation of the MLP weights and biases (validation data set) is increasing for consecutive algorithm iterations.
Internal validation is useful to prevent optimistic assessments, but it does not inform about the performance of the model in other samples of the same population [ 60].
Such models are needed to construct computer models to simulate the progression of diabetes, and may, with further validation, be useful for clinical decision making.
Such prediction equations are essential for computer simulation models of diabetes progression and may, with further validation, be useful for patient management.
Cross-validation is useful to assess the performance of the predictor on a subset of the data while the rest of it is used for training.
Proper classification algorithm validations are useful to develop consistent instruments to compare disease burden in different healthcare systems.
Such cross-validation was useful to prevent the inclusion of false-positives, since many of the ~3,000 genes identified as cold responsive in genome-wide studies are probably not primarily nor directly involved in cold resistance.
Cross validation technique is useful when the goal is to optimize the predictive power of the model but not specifically in the case of variable selection.
"If you want to drive adoption of a new technology and the most visible people are using it, it creates a validation that it is useful," said Satjiv Chahil, chief marketing officer at Palm Inc., which has an aggressive program of loans, giveaways and co-branding products with the likes of Michael Jordan and Claudia Schiffer.
Expected cross validation index (ECVI) is useful to determine the discriminant validity.
As analyzed in validation results, MAXCOM is useful in tracing relationships of diseases and complexes through the heterogeneous network.
