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We compare our recommender with two unsupervised techniques taking into account two single features separately, namely the number of common neighbors and the cosine similarity between libraries.
L-score still outperformed the two single features in evaluating envelope matches.
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We tested the discriminative abilities of the five single features and L-score on the ST test data set and the EC HCD test data set.
For example, the classifier constructed using the best six single features (S3, Bu, Tt, B, Aa, and Mc) achieved only 77.54% prediction strength with MCC = 0.5993 and AUC = 0.8737.
As for the 19th century, however, if one single feature of its thought could be singled out for emphasis, it might be called the discovery of the irrational.
If there's one single feature that to our mind summons up the degree of thought and thoughtfulness that Toyota has put into the Sienna it is the flip-down fisheye interior rearview mirror that allows people in the front seat, i.e., parents, to keep an eye on those in the rear seats, i.e., children.
In summary, the difference between the degree distributions of the reaction graphs of the metabolic and atmospheric networks cannot be explained by one single feature of the original reaction system's topology.
For TF datasets with PWM information, TFBS identification accuracy of the three single feature models achieved 86%, 73%, and 65% for the sequence, structure and evolution model respectively.
In terms of accuracy, when the hybrid model was compared with the control model and the three single feature models, TFBS identification success rate improved 8.0%, 0.0%, 12.8%, and 21.1% respectively.
For negative instances, specificity results indicated that: (1) the sequence model was the best one in three single feature models; (2) the hybrid model was comparable to the best single feature model (the sequence model) and worse than the control model.
For positive instances, sensitivity results demonstrated that: (1) the sequence model had the best performance among the three single feature models; (2) the hybrid model was comparable to the best single feature model (the sequence model) and better than the control model.
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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