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In respect of wider application, this study examined two classifiers (classifiers 1 and 2) trained separately with data from distinct sources.
Intuitively, whereas one is allowed to draw the logical consequences of the data fed in by a single source, one should not conjoin data from distinct sources which could be inconsistent with each other.
Data from distinct sources can be combined inside a unified framework within a Python programming environment for direct analysis of the data, or processed and output for further analysis.
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Different cranial motor nuclei also occupy distinct positions and receive synaptic input from distinct sources.
Data from four distinct sources were utilized in the logistic regression models (Table 1, Figure 1).
This study utilizes sequence and clinical data from two distinct sources.
Databases like NCBI (12) or UniProt (13) are to generic, making references to 'surfactants', 'biodegradation' or 'bioremediation' data from very distinct sources and distinct research fields.
We analyzed a time-series of chemically speciated PM measurements in Atlanta, Georgia, and conducted an epidemiologic analysis using data from three distinct source-apportionment methods.
More specifically, the integration of equivalent data objects from distinct data sources, e.g. genes and proteins, are facilitated by the unification of objects with a common identifier.
We also remark that, for SNRs ranging from –20 to –5 dB the DWT algorithm slightly outperform the other methods (Figure 3c). Figure 3 Performance of the denoising methods in the case of data generated from two distinct sources.
An example for data simulated both from a single or from two distinct sources is systematically displayed next to each other for a given set of original, noisy, or denoised data.
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