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Process parameters, viz., laser power, scanning velocity and beam diameter are considered as input data while the estimated absorptivity obtained in Step 3 is used as the target data.
31 Most studies to reconstruct low-resolution models from SAXS experiments use the scattering intensity as the target data.
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EPCDS is responsible for distributing as well as retrieving the target data.
For K-means and PLSA, experiments were performed applying these methods to the target data only, as well as combining the target and auxiliary data.
The target random forest model is then re-trained using the mapped source data and the target data as before it was trained only on the target data.
It dynamically deploys programs for data processing at the nodes that have the target data as a map step and executes the programs with the local data.
In order to remove the pixel-dependent offset, LIR acquires a target data and a shutter data sequentially, and the shutter data is subtracted from the target data as shown in Fig. 5.
We use S (t) to represent the target data as below Equation 5: begin{array}{*{20}l} S^{(t)}=left{left.left(mathbf{x}_{i}^{(t)},widehat{mathbf{f}}_{i}^{(t)},y_{i}^{(t)}right)right|1leqslant ileqslant n^{(t)}right}, end{array} (5).
The target data, chosen as the leadership and extraversion traits of the ELEA dataset, is divided into 102 folds for 102 samples.
Two classifiers are built for two newly constructed views for the target data (denoted as f 1 and f 2) where f 1 is initialized to the source prediction function h and f 2 is initialized to 0. The predicted label is calculated as a function of these two views thus creating an ensemble classifier.
After that, the mobile client downloads the target data transaction so as to process the user's request.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com