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For example CRT (Bland et al., 2007) and CRISPRFinder (Grissa et al., 2007) provide sensitive predictions of CRISPR arrays, but do not provide unambiguous orientation information.
However, it is possible, without comparing to other genomes, to filter the micromatches and achieve highly specific and fairly sensitive predictions of miRNA genes.
Using only pattern recognition approach for such TF binding information is not sufficient for providing reliable, specific and sensitive predictions of TF direct gene targets and considering TF controlled functional genes in different cell types at diverse physiological conditions.
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Both approaches showed sensitive prediction of mortality in sepsis, but STE approach was more specific.
The basic model for a site sensitive prediction of the single-tree height to diameter relation originates from a reparameterized version of the Korf function (Lappi 1991).
Table 1 Datasets used: the aim is to get datasets which resemble those used in contemporary cost sensitive prediction tasks and have corresponding external datasets Dataset % Minority Instances Ext.
ML can dynamically triage patients undergoing CRImild episodes to obtain a highly sensitive prediction of which of those patients will deteriorate to CRIcrit at least 30-60 min in advance, while confidently eliminating patients unlikely to deteriorate.
An alternative 1% threshold can be selected to realize a more sensitive prediction.
The cumulative 5-year disease-specific survival rate was 75.2% in patients with resistant prediction using G7PS and 100% in patients with sensitive prediction.
To enable a more sensitive prediction, a low stringency threshold has been added onto the combined predictor (the corresponding performance is also shown in Table 2).
The cumulative 5-year disease-specific survival rate was 75.2% in patients with resistant prediction using galectin-7 prediction score (G7PS) (<0) and 100% in patients with sensitive prediction (G7PS ≥0; Fig. 6).
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