Sentence examples for independent models for from inspiring English sources

It assumes independence of labels, and therefore building independent models for each label and using them together for the final prediction is a simple and efficient approach [26].

Approaches that are based on individual models train independent models for each respective activity profile.

Considering the variation in the available data, there are three related but independent models for describing the compression behaviour of reconstituted clays.

This paper presents the Navigation Maps Modeling approach (NMM), which provides platform independent models for characterizing navigation maps of web applications.

However, the particle filter algorithm in [4] enabled tracking only (assuming that the target was always present in all frames) and used decoupled statistically independent models for target motion and target aspect.

Instead, the macro-accuracy is reported, which corresponds to an averaged accuracy of each individual model built (see "Methods" for more details).There is no significant difference between models built with binary relevance (i.e. independent models for each label whose output is then shown as a list of predictions) and with the chain of classifiers.

It is common practice to train an independent model for each of several potential targets.

The branch history table has to be separate from the instruction cache to allow independent modeling for the analysis.

To generate an independent model for observing convergence and divergence dynamics, we turned to the version 4 DMSP-OLS Nighttime Lights Time Series collected by the US Air Force Weather Agency [30, 31].

For amino acid types, we assume a simple independent model for the purpose of analysis.

The VIP scores method slightly outperformed all other methods, although it relied on an independent model for each response.