Sentence examples for model generalization strategy from inspiring English sources

A model generalization strategy, as opposed to data overfitting, including strict separation of the test set from the training set (the test set is the next week after the training set with the dependent variables taken with 7-days shift to the future), random splits, bootstrapping and bagging techniques.  .

Performance of the model generalization method.

d Model Generalization – http://metamogen.gforge.inria.fr.fr

The immediate consequences are a significant loss of model generalization.

Finally, we determined the apparent generalization strategy (feature- vs. rule-based) for each individual rat.

Finally, proper reduction of the number of predictor variables makes model generalization less problematic [ 39].

We address these issues below by combining model generalization with a ZUI.

We also analyzed individual generalization strategies using the same criterion as for the rats.

There are two types of generalizations for these models: generalization to other quasi-identifiers and generalizations to other urban areal units apart from the FSA.

Finally, testing data were used to evaluate the model's generalization capacity.

We have tried to construct another bone metastasis model for generalization of out NCI-H292 model using HCC827 EGFR-mutated NScellcelineine.