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A higher PS α score suggests that more phospholipidosis positive than negative compounds are associated with the target.
This data set consists of 351 positive and 589 negative compounds with respect to the chromosome aberration test.
First of all, the applied estimation methods bear uncertainties which may result in false positive or false negative compounds.
We notice that the fraction of positive and negative compounds is different than in the data set use by Arena et al. [5].
SMPD, LYPLA1, PLA2 and LSS show a large number of hits amongst the positive compounds (at the top of Figure 2) and many fewer hits for the negative compounds (at the bottom of Figure 2).
Therefore, we designed a study comprising seven immunosuppressant and four negative compounds and compared the results to data obtained from rat mitogen stimulation experiments (analysis of proliferation, TNFα and IFNγ release).
Similar(47)
The negatives associated with leveraged ETFs include: –The impact of negative compounding can result in long-term inaccuracy.
Because the ultra ETFs give short-term traders the leverage needed on a daily basis without the negative compounding error, most will get in and out within a day.
If each network were fully independent and had the same probability p of misclassifying a compound, the contingent probability P that k of K networks in an ensemble will mistakenly assign a "negative" compound to the "positive" class or a "positive" compound to the "negative class" would be expected to follow a binomial distribution: P k | K, p = K k p k 1 - p K - k (1).
We examined the effect of the ratio of positive compound-protein pairs against negative compound-protein pairs on the performance.
Results with Class II compounds were not conclusive due to assay interference (compounds caused a signal increase, which resulted in negative, compound concentration-dependent, percent effects).
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