Sentence examples similar to in a regularized scheme from inspiring English sources

HumanNet contains 21 different data sources, which are combined into one integrated network using a regularized regression scheme trained on GO pathways.

The phone companies would no longer coöperate with the F.B.I. unless there was some regularized scheme.

Both sides feel it can no longer be treated in a regularized manner".

Through an indirect patterning technique, we generated PAA gels with fluorescent 1 μm dot markers in a regularized array.

These stops effectively serve the state's legitimate interests; they are executed in a regularized and neutral manner; and they only minimally intrude upon the privacy of the motorists.

Consequently, the dislocation-based fracture mechanics within these frameworks is expected to result in a regularized fracture theory.

Therefore, any method that results in a regularized interface suffices.

The other exemplar (083M02), is dominated by herbs, consisting of agricultural lands in a regularized pattern.

The finite mixtures of LAMs are estimated in a regularized way with a penalized regression spline as smooth for time.

These regulators and their corresponding posterior probabilities of activity are used in a regularized regression framework to predict response.

In particular, we impose a constraint on model parameters in a regularized LR to avoid overfitting and to improve the prediction performance on unseen instances.