Each forward track calculates the measurement likelihood p k,i based on the smoothing validation measurement ({boldsymbol {z}_{k,i}^{s}}) selected by (39).
What will validation validate?
The smoothed signals from validation platform along the predicted genomic location are plotted for the 40 samples and color coded based on the predicted (IgC2N) CN genotype.
For the smooth surfaces, the histological validation showed that 121 were sound (90.3%), 5 surfaces presented initial enamel lesions (3.7%), one lesion was classified as D2 (0.7%), 3 (2.2%) and 4 (3.0%) surfaces had initial and advanced dentin caries lesions, respectively.
For the validation case, smoothed Popovics Saenz concrete and M P steel are used in 2D frame structure and earthquake motion is applied.
We first estimate the induced relative risk function with a kernel smoother based on the validation sample, and then improve the estimation by utilizing the information on the incomplete observations from the non-validation subsample.
We first estimate the induced relative risk function by kernel smoothing based on the validation subsample, and then improve the estimation by utilizing the information on the incomplete observations from non-validation subsample and the auxiliary observations from the primary sample.
The observation that the transition is smooth is not a strong validation of the model; it would be consistent with a whole class of models.
The simulated trends described in the Algorithm validation section were smoothed using loess and gam models (with varying smoothness parameters) and the median deviations from each experiment were averaged to identify overall trends (Fig. 6).
The present study addresses the development and validation of a smoothed particle hydrodynamics (SPH) method, particularly to examine its feasibility and capability in hydrodynamics and dynamics of aircraft during ditching.
Table 1 shows the arithmetic mean of the predicted ranks of actual experimentally known classes, calculated across the ten validation partitions with this smoothing parameter.
