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Examples from experimental investigations are provided which have informed the development of scenarios throughout the design process.
Testing the trained classifier on unseen data from the RT study (1080 examples from experimental block 3) leads to an mean-squared error (MSE) of 8.9% only, which corresponds to a high agreement with the expert's labeling.
Moreover, abundant examples from experimental models and clinical trials suggest that HER-2 can be immunogenic and generate antibodies, CTL- and helper T-cell-specific responses in individuals with HER-2-overexpressing tumours (Fisk et al, 1995; Kono et al, 1998).
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However, with time series data on allele frequencies, for example, from experimental evolution experiments, ecological observations, or ancient DNA, it is much easier (Bollback et al. 2008; Illingworth and Mustonen 2011; Malaspinas et al. 2012).
Examples taken from experimental tests shown that the developed approach is effective for the fault detection.
Examples from observed experimental oil slicks in the field are presented.
In a broader context, this poor characterisation has important consequences; for example, from an experimental or modelling standpoint, it is not clear whether a particular protist isolate is representative of the population from which it was derived.
We illustrate the architecture and its support for adaptation with examples from Guardian, an experimental agent for ICU monitoring.
Where conventional transcriptional data such as ESTs and mRNAs are unavailable, we utilize other evidence to support the annotation of a transcript model, for example, experimental data from publications, conservation in other species, and data from new technologies such as RNA-Seq data and proteomic data.
The Spanish examples and the lessons learned from them are contrasted with examples of experimental floods from other countries (U.S.A., Switzerland, Australia).
In the United Kingdom, chemistry classes now often take experimental examples from the world of food science.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com