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The external validation score of full-model is also calculated to compare the performance with final predictive model with selected features (SF-model).
The performance of the model is finally verified through comparison of predictions made by this model with selected test results, as well as the predictions of more than 20 models of other researchers.
A previous study reported increased accuracy of DGV using a model with selected haplotypes and polygenic effects in French dairy cattle [ 9].
The curator then views the publications using PathText to annotate the relevant parts in the model with selected rectangular regions on the images of the full papers.
Using survey data whose record pairs had known match status, Thibaudeau identified fields with conditional dependence using a loglinear model with selected interactions [ 8].
The test for overall fit of the model indicated that the model with selected covariates (-2 log L = 364.831) was superior to the model with interceptor only (-2 log L = 967.791).
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Three different models with selected dependent variables were applied to explore different parts of the stress response and recovery profile.
Finally, actuation models with selected joints for mounting drives for the metamorphic parallel mechanisms are addressed and application cases including the potential for hybrid additive and subtractive manufacturing machine of the proposed mechanisms are discussed in details.
Different models with selected time-dependent aspects of exposure such as intensity, duration, and time since cessation were considered.
Thus, reliabilities of models with selected haploblocks were compared to the reliability of the model using all haploblocks with the Hotelling-Williams' t-test [ 26, 27].
Classification models with selected predictors obtained from the experiment with set 1 were validated again with set 2. A receiver operating characteristic (ROC) curve was constructed, and the area under the curve (AUC) was calculated using each algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com