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Processed input data were standardized to zero mean and unit variance. Highly correlated data, with mean Pearson's correlation coefficients >0.8 associated with a large proportion of other data, were eliminated resulting in a total of 17 inputs available for MLA training and prediction. Relative ...
In Chromoformer-reg and Chromoformer-diff, mean squared error (MSE) between the predicted scalar and target value was used as a loss function. Batch size was fixed to 64. All the implementations for benchmark deep learning models were obtained from the official code repositories provided by ...
such responses mean missed profit opportunities. At the extreme, they can jeopardize a company by ceding to rivals the opportunity to transform the industry. The purpose of this article is twofold: to spur managers to think more expansively about ...
Just because something is 'traditional' doesn't mean it is a good thing in perpetuity” (ID: S83). This apparent contradiction between remembering and casting off tradition is not incongruous if, like Ingold (2000, p. 192), we see tradition as a process where continuity and change co-...
Which has a higher overall number of errors? The Mean: The mean value of a dataset is able to be obtained in a simple, two-step process: First, sum all values comprising the dataset. Second, divide all values in the data by the number of numeric values whi...
Of course, just because Windows thinks there are no items being managed by your extension doesn't mean that there really aren't any items. The UI displayed in your view is controlled by a window you create. This means that the UI for your extension can show any number of items while Wi...
most of the available records of any length lack annual resolution. The mean resolution of non-tree archives is 11 years, the median 1 year. For sedimentary archives the mean and median resolutions are 25 and 18 years, respectively. A list of sites comprising the database, along with basic...
Figure9displays the nonlinear regression of the inverse rate, expressed with three lines marking the mean value and the 5th and 95th percentiles of the confidence interval of slope A and intercept x0, and the uncertainty range of the curvature α, that we uniformly sampled in [1.2, 2.0]. Th...
This doesn’t mean all benchmarks are useless, just that the context matters to the benchmark. Readers are strongly encouraged to take their own particular scenarios, turn them into a benchmark and have a shootout between the two, just to see if there’s a marked difference in those ...