The probability is calculated from a predicted value and the estimated prediction error, and the reliability is based on the data density.
The fitted value for y also provides a predicted value for an individual, and a prediction interval or reference range [ 3] can be obtained (Fig. 10).
For HFMD epidemics exhibiting annual variation, the predictive model is used to calculate a predicted value for the next week based on current year data.
A model prediction is defined as a quantity which can be computed by supplying model M i with parameter set θ → j (e.g., a predicted value at a certain time point, a difference between predictions or an area under some predicted curve).
When we need to predict the log Kt:p or log Vss of a new compound, a predicted value is computed by each tree in the ensemble, and the predictions are averaged to give the ensemble's prediction.
Under these conditions, the SSTF exhibited a predicted value of tensile strength and flux of 11.871 MPa and 43.569 μg/cm2/h, respectively.
Therefore, by introducing an illumination optical system that can arbitrarily set the size of a light source to a predicted value, optimum resolution can be obtained without prior trial exposure.
When a predicted value is at odds with the observations, we analyse which variables were responsible for the expectation failure these form a conflict and continue forward simulation considering different values for these variables.
Further, Central Composite Design (CCD) was used to optimize the most significant medium constituents and the optimum values estimated by multiple response optimization were 0.5%Tween-80Tween-80(NH4 2HPO4, and 0.1% MgSO4·7H2O, with a predicted value of 5038.86 IU ml−1 lipase-production.
By solving the equation and also analyzing the response surface contour plots, optimum conditions occurred when the sucrose concentration was 50 g/L, the initial pH value was 7.00 and the soaking time was 36 h with a predicted value of demineralization of 83.03% whereas our experiment gave 83.47%.
