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Simulations were compared when all nodes were free to vary and when some nodes were fixed (i.e., set to active or inactive and not allowed to change during the asynchronous updates).
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At each position a small pin can be set to an active or inactive position.
There are a maximum of 5 bits for each color, which each have 5 switches, which can be set active or inactive and locked in using a push button.
This study examines factors contributing to the active or inactive status of Main Street communities in Kentucky.
To this end, we labeled compounds in the Chembridge Diverse Set E library as active or inactive based on an assay measuring arginine methyltransferase inhibition (Cheng et al., 2004), which was not included in the original training set of 24 assays.
That is, the microblog users tend to be either active or inactive.
To address this bias, we used a (dis)similarity search to exclude a considerable fraction of inactive compounds from the data set to balance the active/inactive ratio for modeling purposes.
Comparison of actimetry with simultaneous video-automated recordings allowed the threshold to be set between active and inactive motions at 30 units.
Overexpression analysis of a selected gene set, on the other hand, profiles a selected molecular function across the different samples studied, for example, to identify tissues with highly active or inactive genes from the set of interest.
Another advantage of Bayesian learning is that it does not require the active/inactive ratio in the training set to be balanced; instead, the assumption is that the ratio present in the training set is representative of the ratio in the set where predictions are to be made.
Table 2 Summary of the sizes of data sets of 208 activity classes, including known actives and inactives Diversity index Query set Reference set Test set Active Inactive Active Inactive Average 6.74 144 182 200 7380 29,154 Std 1.67 202 268 278 1.6784 72,1.67
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