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.
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.
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.
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.
For example, drainage in cities can be significantly improved with investment in critical infrastructures.
For example, quenching at 1273 and 1373 K significantly improved photoactivity of rutile.
An illustrative example demonstrates that the control performance is significantly improved using the developed strategy.
