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The single plot illustrates the relation between the averaged (after 10 iterations) value of a given performance measure and the negative set size for a particular combination of ML algorithm and molecular fingerprint.Global analysis showed that increasing the ratio of negative to positive training examples significantly improved the effectiveness of machine learning-based virtual screening.
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Interventions in the Troglitazone in Prevention of Diabetes (TRIPOD and Pioglitazonee in Prevention of Diabetes (PIPOD) and Actos Now for Prevention of Diabetes (ACT NOW) (pioglitazone) studies, for example, significantly improved the oral disposition index.
Zebra mussels, for example, significantly improve water quality, which increases populations of small fish, invertebrates and seaweeds — and that, in turn, has helped expand the number of larger fish and birds.
While Early Warning Early Action systems for slow-onset floods (riverine, for example) have significantly improved over the past 50 years, efforts to create a comparable system for flash floods has lagged behind.
The well-known "Temel study," for example, showed significantly improved quality of life as well as survival, and the new Institute of Medicine report is a big step in showing the benefits of palliative care for patients, families and for the bottom line economically.
The experimental result shows that combining very rough fuzzy prior model with training examples still significantly improves the predictive performance of WEDM process modeling, even with very limited training dataset.
For example, the need for significantly improved meningitis surveillance in the region was recognized as a priority.
For example, unsupported treadmill training significantly improved distance walked, speed and quality of life compared with controls [ 4], but did not translate into more outings.
It must somehow influence the way business gets done for example, by significantly improving a product or service.
Below 2 keV, on the other hand, full illumination experiments have afforded the evidence that the spatial uniformity is significantly improved, for example, an 100 μm square junction has an intrinsic energy resolution of 5.4 eV at 200 eV.
Similar to many commercial systems, for example, LIDAR, the SNR could be significantly improved by using an amplified laser with more energetic pulses and a repetition rate in the kilohertz range and a triggered camera.
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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