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Here, the acceptance threshold was set to a value, for which the F-measure was maximal (precision and recall values are also quoted using the same threshold).
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The four I-FFL architectures, with a proper parameterization, can operate with maximal precision having similar input and intrinsic susceptibilities.
Such maximal precision can never be computed, and this process can never be done if only parametric models are used.
With an FDR of 0.01, the mean and the maximal precision of our predictions, defined as the percentage of predicted TFBSs within the ChIP-seq peaks, are 10.7% and 31.9%, respectively.
The set of possible vertices (discretized offset values) for each parameter depends on the parameter's range, the discretization base b, and the maximal precision of the parameters ϵ, which defines the minimal possible offset value.
Furthermore, an analysis of the ICNs across link threshold ϕ shows that the optimal ICN always has maximal precision for link thresholds ϕ = 0.55 and above (Supplementary Fig. S15).
We show that current abstract models do not allow maximal precision.
Our algorithm achieves maximal precision w.r.t. the given property while remaining quadratic in the number of abstract states.
It also can be oriented to a clinical task to be performed, such as achieving a desired target goal or an area under the curve, with maximal precision.
First, we sought for patterns with maximal precision (Fig. 1a).
To get maximal precision we used Wacom Intuos Pen Tablet for cell tracking.
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CEO of Professional Science Editing for Scientists @ prosciediting.com