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After the iterative development, testing and manual evaluation of ClassyFire over several data sets consisting of >30,000 compounds from very diverse chemical categories, ClassyFire was formally tested on a set of 800 compounds not used during ClassyFire's training phase.
The seasonal difference in genetic influence was formally tested by comparing the sum of -2lnL for the winter and summer season models with the -2lnL of a model that simultaneously included both seasons.
The difference in performance by level of serum 25-hydroxyvitamin D was formally tested by linear regression analysis of the difference in absolute values between two methods regressed against the mean of the method results of the two analyses, also taking into account the twin-ship dependence and zygosity.
Publication bias was formally tested using Begg's and Egger's tests.
Proportional hazards assumption was formally tested using the Schoenfeld and scaled Schoenfeld residuals.
The presence of statistical interactions was formally tested using likelihood ratio tests.
Similar(40)
The problem was that none of these procedures had been formally tested in controlled clinical trials.
The drug is being formally tested in as many as 450 clinical trials for about 30 types of cancer.
Helmets both new and used are not — and have never been — formally tested against the forces believed to cause concussions.
It has managed to maintain a semblance of legal independence, although the issue of sovereignty has never been formally tested, Mr. Bates acknowledged.
This hypothesis had not been formally tested.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com