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Concerning validity, particular emphasis was placed on convergent validation with respect to the German version of DREEM [ 18] and to demographic criteria (for example phase of studies, previous training).
This property of the model imposes a restriction on proper model validation with respect to the out-of-sample prediction or forecast capability of GFMAPR.
Therefore, validation with respect to the application plays an important role in the field of medical image computing and remains a challenging task.
Besides the description of the modeling, the discussion includes a mathematically rigorous validation with respect to the meaning of the model as well as a presentation of some numerical results.
The results of calibration, verification, and validation with respect to each individual model are integrated using the principles of conditional probability and total probability, and propagated through the Bayesian network in order to quantify the overall system-level prediction uncertainty.
This paper presents the extension of such a system to an entire region (i.e. the Gard region in Southern France), including over 2000 crossing points between rivers and roads and its validation with respect to a large data set of actual reported road inundations observed during recent flash flood events.
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Table 1 Collective clustering cross-validation with respect to Normalized Mutual Information score, Adjusted Rand Index score and V-Measure score.
Here we introduced pseudooptimal coefficients for giving relative weights to each component model, which we estimated from using cross-validation with respect to the true phenotypic data of test sets to identify a fixed set of ensemble coefficients to minimize the least-square errors for the test data.
The purpose of this literature review of FEA studies was to examine their model validation process and establish the criteria for evaluating validation methods with respect to their similarity to biological behavior.
A literature review of finite element analysis (FEA) studies of dental implants with their model validation process was performed to establish the criteria for evaluating validation methods with respect to their similarity to biological behavior.
The methods have been applied for calibration of a test catchment and compared on validation data with respect to overall performance measures in terms of water balance error and general hydrograph shape, and simulation of high and low flow events.
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