The performance of these models is evaluated and compared by measuring the model complexity, accuracy, and robustness against "unseen" data collected in the Dynamic Stress Test (DST) and a self-designed pulse test (SDP).
We can operationalize event complexity by measuring the load on the justice system.
The complexity is assessed by measuring the execution time required by the encoder and by the decoder using a personal computer with an Intel®; Core™ i7 CPU processor at 2.67 GHz with 12 GB of RAM.
For each synapse, measurements of complexity were obtained by measuring the area of fluorescent signal that is above background and is within the outline of the NMJ.
Among the three categories of landscape complexity, classified by measuring the linear development of hedgerows around the sites, the highest number of species was recorded in sites belonging to "high" complexity.
We evaluated the size and complexity of each arbor by measuring the total length of the arbor and the number of branch points, respectively.
Dendrite morphology was further analyzed by the Sholl analysis [44] that measures the complexity of dendrites as a function of distance from the soma, or the cell body (Figure 5D).
Normally, the accuracy of each fuzzy rule-based classifier is measured by the number of correctly classified training or testing patterns, while its in-terpretability is measured by the complexity of the model, more specifically, the number of fuzzy rules and the total number of antecedent conditions.
This is supported by a study which found that fifth year British medical students who held positive attitudes towards psychiatry as a career choice were more tolerant of ambiguity (as measured by the complexity scale) than students with negative attitudinal regard of psychiatry [ 5].
BDe score can penalize the structure complexity inherently by integrating and measuring the average expected likelihood over different possible choices of (is an estimate of parameters from the maximum likelihood method for the structure S) [ 35, 36].
