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The prediction error (difference between actual and predicted endpoint value, optionally the squared-error for regression).
The predicted endpoint can be qualitative or quantitative (i.e. classification and regression models can both be analyzed).
The main idea of visual validation is that the user is able to simultaneously compare the experimental and predicted endpoint values in the feature space.
Finally, we quantified how well the predicted endpoint force, obtained using the estimated I, B, and K parameters, approximated the actual force, again using R2.
The presence of high liquid content in the pancreatic necrosis resulted in a 64% predicted endpoint risk as compared to 2% for solid necrosis.
The predicted endpoint of this seems to be reached in Großaitingen (Gß), a population apparently lacking the ability to flower altogether.
Similar(52)
The predicted endpoints of the duplication are located between Exons 7 and 8 of Csrp2bp and between Exons 17 and 20 of 6330439K17Rik, presumably disrupting both genes.
Two of the deficiencies were molecularly defined, whereas the remaining five were relatively large, randomly generated deficiencies (4 X-ray induced and one generated by imprecise P element excision) with the potential RhoGEF genes well within the predicted endpoints of the deficiencies (Df 3L pbl-X1 uncovers both pbl and CG33275).
Figure 1 illustrates the relationship between study observed versus predicted endpoints stratified by validations study, endpoint and UKPDS equations.
A secondary objective was to illustrate the influence that the expanded risk factor set has on predicted endpoints.
In 90% of validation endpoints, sampled values within 2 standard errors of the mean (as reported by UKPDS) would have resulted in predicted endpoints lying on the 45º identity line.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com