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This can be useful for the assessment of reliability of the prediction made for an object and also makes it possible to use the objects from neighbouring neurons for read-across.
17 18 (Out-of-bag (OOB) 29 estimation employs a majority vote on the multiple prediction made for observation i based on the bootstrap samples at each draw, while the LOO bootstrap takes an average on error of these predictions.
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The key point is that the error being distributed must be predictive – i.e., it needs to reflect predictions made for objects not included in the training set.
The incorporation of mechanism improves the confidence in predictions made for a variety of conditions, while the statistical methods provide an empirical basis for parameter estimation and allow for estimates of predictive uncertainty.
The size of such elements is considerable, i.e. length L usually ranges from 30 to 60 m for extraction depth to 1000 m and predictions made for the surface.
This analysis revealed that out of 190 predictions made for 93 proteins, 91 predictions made for 57 proteins found some support in the scientific literature (Table S6).
It does not refer to predictions made for use with other data or in different circumstances.
The predictions made for the behavior of the endogenous system thus contain large uncertainties.
We analyzed the predictions made for gene expression in each terminally differentiated hematopoietic cell type.
The data from yeast represent partial functional validation of predictions made for prokaryotes.
These patterns include formation of spirals or swirls in agreement with theoretical predictions made for active polar gels [ 157].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com