Sentence examples for models with testing from inspiring English sources

The proposed multi-sensor health diagnosis methodology using DBN based state classification can be structured in three consecutive stages: first, defining health states and preprocessing sensory data for DBN training and testing; second, developing DBN based classification models for diagnosis of predefined health states; third, validating DBN classification models with testing sensory dataset.

By combining dynamic models with testing volume data to reproduce observed surveillance data, our results highlight the significant impact testing volume can have on observed case counts.

The validated simulation model is modified with testing parameters based on the constraints (2) - (5).

The DCE was analysed using multinomial logit regression models with test-specific parameters.

All statistical models in this step will be formulated as logistic regression models, with test status as response, and the disease status as explanatory variable [ 19].

The explanatory variables WIM and lnWIM were entered simultaneously in all models with test-day milk yield, lnSCC or CA as outcome variables.

Decision trees (DTs, [ 8]) are tree-shaped symbolic models with tests on the feature values in the internal nodes, and class labels in the leaves.

To account for repeated sampling, we fitted generalized estimating equation (GEE) models with test fish ID and dominant pair ID as subject effects and repeats per test fish and repeats per dominant pair as within-subject effects.

A moderation model with testing of interaction effects, analyzes personality traits as moderators of the relationships between perceived job stress and the symptom dimensions anxiety, depression and stress reactions.

However, few researchers pay attention to the construction of rough set model with test cost and decision cost simultaneously.

The model has been validated by comparing outputs from the model with test data, given in reference papers, derived from air-cooled condensers with differing dimensions and refrigerants.