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The genome statistics, functional relatedness and functional annotations of the six R. palustris genomes were extracted or predicted using tools available on the IMG resource.
From the outset, governance was entrusted to a core group, the CAPTN Executive Committee that is composed of Duke University faculty, the Project Leader from the DCRI, and representatives from the site management, data management and statistics functional groups.
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In this study, we used the same feature set, a set of 1,532 acoustic features based on several acoustic low-level descriptors (LLDs) and statistics (functionals), used in the INTERSPEECH 2010 Paralinguistic Challenge [32].
The frame-by-frame normalized MSE calculation at time t was performed using the following equation: (4) F r a m e - b y - f r a m e n o r m a l i z e d M S E t = u t − u ^ t 2 2 u t 2 2. Student's t-test was performed for each dataset to statistically analyze fMRI data and generate the t-statistics functional map.
The t-statistics functional map was generated for a significance level of 0.05, and clusters less than 6 pixels were rejected.
Frame-by-frame normalized MSE, t-statistics functional map, ROI time course plot, and receiver operating characteristics (ROC) curve were calculated for further investigation of the applicability of CS for fMRI data at high field.
However, machine learning is now an independent and mature field that has moved beyond psychologically or neurally inspired algorithms towards providing foundations for a theory of learning that is rooted in statistics and functional analysis.
Summary sequencing statistics, including functional annotation, are provided in Table 1.
Furthermore, items with the similar content demonstrated acceptable fit statistics with functional rating scales but not with dysfunctional rating scales.
Statistics for functional analysis were carried out by Fischer's exact test (automatically performed by the software).
The application of recent microarray statistics and functional gene enrichment approaches uncovered the most significant responses for several sterol biosynthesis pathway genes.
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