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Nevertheless, Auto GMM-SAMT can keep up with the stand alone implementation of GMM-SAMT.
The Recall and Precision scores confirm the impression of the visual inspection since for all test sequences Auto GMM-SAMT exceeds the standard mean shift method; see Tables 3 and 4. By taking a look at the scores in Tables 3 and 4, one also recognizes that Auto GMM-SAMT keeps up with the stand alone implementation of GMM-SAMT.
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Finally, we present a new, easily comprehensible and fully stand-alone implementation in C++ of the parallel algorithm.
However, the tracking dynamic performance and sensitivity could not be guaranteed by its stand-alone implementation which is limited by a narrower hold-in range [6].
In this paper, we present an open source stand-alone implementation of the 2D discrete shearlet transform using CUDA C++ as well as GPU-accelerated MATLAB implementations of the 2D and 3D shearlet transforms.
In this section, we have described the architecture of our proposed CAT platform and have introduced a prototypical implementation to be used as a stand-alone implementation for IRT-based testing of dichotomous items.
As noted by [10], 'The model is not meant to replace detailed engineering analyses of grid rollout, including load-flow analysis, which would be needed as part of the implementation process, so it cannot be used as a stand-alone implementation tool'.
Here the stand-alone implementation with default parameters and with the parameter comp to adjust P-values and E-values for each sequence by sequence's composition.
ClusterONE results were generated with the stand-alone implementation in version 1.0.
The latter predictions are performed using methods chosen based on two criteria: (i) their quality is comparable to the leading relevant predictors; and (ii) they provide a stand-alone implementation that could be utilized to build an autonomous implementation of the proposed disorder predictor.
In contrast, predictions from other method are generated on the entire dataset (without cross-validation) using either web-servers or stand-alone implementations provided by the authors.
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CEO of Professional Science Editing for Scientists @ prosciediting.com