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Most CPDP approaches require both source and target projects to be represented by the same set of metrics as for homogeneous transfer learning though this becomes a limitation as it may be challenging to find source projects which are characterized by the exact same set of metrics as one's new target project.
This was done to quantify the variability of experimental annotation across different databases using the same set of metrics.
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Broad-sense heritability in the RIAIL population ranged from 0.04 to 0.27 for the same set of behavioral metrics measured in the wild isolates.
To ensure that all subsequent metrics were calculated over the same set of journals, the resulting set of journal transition probabilities were trimmed to 7,575 journals for which a JIF could be retrieved from the 2007 JCR.
In addition, the other methods, especially the tAI and P2 metrics, also converged on this same set of genes in most cases (Additional file 5, Table S1).
Thus, in experiment II, we answered the same set of research questions by measuring learning outcome along the three metrics with a student sample who had prior training in active learning.
In spite of the nature of cross-layer metrics that take into account information from different layers, lets them be very reactive to changes, we observe that using these metrics, pairs of nodes tend to mainly use the same set of two or three routes between them.
Usability metrics are based on a reliable system of measurement: using the same set of measurements each time something is measured should result in comparable outcomes.
Most software defect prediction studies have been performed to train a model for a project and test it within the same project while using the same set of metrics/attributes.
We search, in the same well-identified set of metrics, the minimum of a norm of the approximation error.
We focused only on survival (or mortality) data to maximize consistency among studies and reduce issues of non-independence when studies reported multiple metrics for the same sets of bees.
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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