In different cross-validation configurations, we train on examples from a single fold and test on all other folds.
We will also present the validation measurements configuration and results in this section.
For each model and cross validation fold configuration, the sensitivity and specificity were recorded at the threshold at which both values are simultaneously maximized.
This paper discusses the integration of High-level Petri net-based service-oriented frameworks with 2D/3D engineering tools, allowing the digitally design, configuration, validation, simulation, control and monitoring of production systems, in an integrated manner.
Consequently, they decided to add validation checks for configurations, improve detection, and diagnose service failure.
Furthermore, data collection, and particularly validation, of their configurations is often lacking.
In order to design better model configurations, validation tests with this system are performed.
When we experimented with different types of cross-validation and feature configuration we used LibLinear (LibL) (Fan et al., 2008) instead of LibS as the latter is costly timewise both in training and testing.
We designed a communication protocol to configure measurement parameters and proposed configuration parameter validation function.
Finally, the configuration and validation approach described above does apply to 68Ga-DOTA-NOC, and many aspects may require additional validation efforts when labelling other peptides.
