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The number of acoustic-phonetic classes was selected as 32 and the number of mixture components was 512 for all speaker models.
Analysis of the gas mixture components was performed by a chromatographic method using a flame ionization detector (Shimadzu GC-14, Japan).
This result was further validated when the assignment of samples from different treatments or conditions to mixture components was investigated.
In general, for other gene subnetworks the distribution of the observation assignments to mixture components was in agreement with the results from the Actin sub-network.
Figure 5 and Figure 6 present the average computational time and number of edges across the five data sets within network size evaluated for two cases, when the number of mixture components was estimated from the data (opt) or fixed at 3 components (fix).
The correlations of Cyc with both parent genes were negative in mixture component 1 and positive in mixture component 2 and the difference between the correlations of both mixture components was significant at P-value < 0.04 and < 1.2 × 10-10 for Cyc and Vri and Cyc and Sgg, respectively [ 21].
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The number of mixture components is 512.
A total of 67 Gaussian mixture components are present.
In this technique, the mixture components are classified with a fuzzy clustering algorithm.
Each of these mixture components is called CG, trained by the Expectation-Maximization (EM) algorithm.
The problem of estimating the optimum proportion of mixture components is of great practical importance.
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