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Using various machine learning (ML) methods similar to those utilised herein, we obtained a best RMSE of 0.69 log S units for a test set of 330 druglike molecules, 0.90 for a different test set of 87 such compounds, 0.91 for the Solubility Challenge test set of 28 molecules, and in the same paper 1.11 log S units for a tenfold cross-validation of our DLS-100 set of 100 druglike compounds [11 15].
This 5BLC/BLC6 correlation implicit in the 3D trained matrix for a large period, can be used to predict the CWT of one target day from the CWT sequence of the previous five days, for a different test period (see in METHODS).
Then ask for a different test.
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With companies like Harcourt developing dozens of tests every year (the Stanford series alone has a different test for grades 2 through 11), the demand is huge.
The Patriots, though, will present a different test for the new faces, one that even Manning may be unable to prepare them for.
Judges there generally rely on a different test for deciding whether a Tibetan exile faces persecution in the country of resettlement.
While soccer, rugby and other European sports have moved in the same direction, often successfully, it is a different test for Formula One, which is an international sport without the traditional national team or league allegiances of other sports.
Schumacher's group is now working on a different test for autologous blood doping that will detect markers expressed on the surface of immune cells when they are exposed to stored blood.
This dataset has a much lower bait to prey ratio than the former one and, thus, serves as a different test case for our method.
UMass Amherst has since contracted with a different testing company for a lower cost and has the same notification policy, Smith said.
But competing at Jeopardy! is a very different test for a computer.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com