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The classifier results are cross-validated using hold out cross-validation.
Since ranking is performed on each training set during a cross-validation, and because 100 classifiers are cross-validated for each TF, many feature rankings are accumulated for each TF.
In both Gorkha and Chitwan model fit is similar, acceptable in Gorkha and very poor in Chitwan, with all combinations of teaching set and validation set, whether these are cross-validated or self-validated.
The trained machine-learning models are cross-validated 10-fold to check their robustness.
Asymptotic perturbation-based approximations and numerical spectral solutions are cross-validated.
Results of the structural models and methods are cross-validated in order to identify the reliable dynamic characteristics.
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The model has been cross-validated as well as being validated with a set of 89 FDA approved drug compounds.
The construct validity of JSPE-spv was cross-validated with Principal Component Analysis and Confirmatory Factor Analysis.
Concerning convergent validity, the BFPE clusters were cross-validated using several attachment questionnaires based on different theoretical constructs.
Results were cross-validated splitting the total sample randomly and using the cross-validation index.
Furthermore, the REVEAL Risk Score has been validated in both incident and prevalent patients and has been cross-validated using the French registry database.
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