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Whereas a conventional genome sequencing experiment would have cost $7,200 in reagents alone, our Phenotype Sequencing design yielded the same information value for only $1200.
Multiple scattered electrons provide no information value for energy loss analysis, especially for elemental mapping.
Consequently, a higher mutual information value for two genes indicates that one gene is non-randomly related with the other [ 19].
In our approach, we utilize the data variability by exploiting mutual information values which are too weak in the whole data set to either pass a statistical test or which are not the maximum mutual information value for any gene.
Based on our preliminary study [ 42] the properties of normalized van der Waals volume[ 125] and information value for accessibility with average fraction of 35% (called later accessibility) [ 126] were chosen as the basis for the grammars.
In general, the information value for candidate e is given as S (e | D ) = E Q e [ S (u ∗, x ∗ | D ) ], which specializes to S (u (e ) | D ) = S (u ∗ | D ) = E Q (x ∗ | D, u ∗ ) [ D [ Q ′ | | Q ] ] in our setup here.
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The data were evaluated and recommended and information values for several radionuclides have been derived.
Task-specific information values for fragment types reliably transferred from the training face dataset to a new dataset.
The 400 ms integration window was selected as the one providing the most significant average information values for both reward location and texture information.
If the two criteria conflict for most fragments, we would expect a relatively low correlation between their task-specific information values for the two tasks.
Here, we describe and test an overall pipeline in which a modified version of CLR, a version that computes dynamic and static mutual information values for regulator-target pairs (mixed-CLR), is used as a pre-processing step for a more detailed ODE based method—Inferelator 1.0.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com