Sentence examples for model building time from inspiring English sources

This section includes several tests of preconfigured SVM classifiers and the proposed multikernel from different viewpoints: classification results, model building time performance, and a comparative with other authors.

For model building, time to treatment was used as a continuous variable, to retain as much information as possible about timing in producing model estimates.

To adapt FASTCORE for the direct integration of microarray data, we propose here a new workflow: FASTCORMICS pre-processes microarray data with the discretization tool Barcode [ 29, 30], is devoid of arbitrary parameter settings and has a low computational demand with overall context-specific model building times in the order of a few minutes.

The average model-building time was over 1 hour for the AR method and 15 minutes for the ERP method.

Hair is not included in the 3D model and the model building is time consuming.

We show that folding improves the model building run-time but yields slightly (yet often significant) less predictive models.

By repeating the model building five times one can calculate predictions for all molecules from the initial dataset.

The figure shows the average margin of improvement or degradation in AUROC, AUPRC and model building run-time.

Pharmacometricians who are familiar with covariate model building and time-varying covariates applied to pharmacokinetic parameters, e.g., ref. 1, will be able to apply exactly the same ideas to parameters of the hazard function.

In phase-2, a central composite design was applied for design of experiments and model building using extraction time and extraction temperature as process variables for further maximizing the extraction of TPC.

Table 2 Selecting DsIncr size for incremental model building (repeated 20 times, mean values reported) DsIncr (K) Iterations Accu.