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A meta-analysis of seasonal performance for ground to water and air to water heat pumps based on eight European trials for over 600 installations from five countries provides thirteen different descriptors of performance.
These compound set was carefully divided into a training (37) and test set (18), and different descriptors of the electronic states were calculated by using the semi-empirical molecular orbital software MSINDO [1].
Comparative studies have shown that there are direct associations between different descriptors of sperm swimming velocity and sperm competition levels [25], [34].
We compared this clustering with the one defined by the EC classification for different number of clusters and according with different descriptors of biological significance (see Methods).
We then calculated different descriptors of the species' ranges: total range-size, maximum latitudinal and longitudinal limits, and latitudinal and longitudinal centroids.
This study aimed to examine different descriptors of evolutionary information for DNA and RNA-binding site prediction, and to improve classifier performance by combining relevant sequence features.
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The effects of different descriptors on the retention/release property are described, and these descriptors were used to study and design new compounds with higher and lower values of the property than the existing ones.
In other words, the exploration of this visualization allows assessing the contribution of the different descriptors to the model.
Thus, the models could be analyzed for the frequency of occurrence of different descriptors that could reveal chemical determinants of a compound's carcinogenicity, as well as possible utility of the individual HTS assays.
In total, 63 individual models were trained to validate the influence of different descriptors, architecture and type of neural network (Additional file 1: Figure S6).
First, the performance of different descriptors is compared while the values of rotation change from 0° to 180° with 10° intervals.
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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