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Using a variety of sites in South Africa, we present a new approach to mapping agricultural fields, based on efficient extraction of a vast set of simple, highly correlated, and interdependent features, followed by a random forest classifier.
The iRDA filter is a data-driven approach that does not employ a priori biological information and the filter can properly tackle interdependent features through the subtle design of the underlying algorithmic procedures.
It is devoid of known domains and contains few known sequence motifs: (overlapping) regions of low compositional complexity and of intrinsic disorder (obviously interdependent features) and a C-terminal nuclear localization signal [ 43], which appears at odds with periostin's status as a secreted protein.
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They identify six interdependent feature extraction stages and propose a GPU-based architecture that emulate the processing tasks and the information flow in the dorsal visual stream.
For a population to be well educated, well-fed, and generally healthy requires that those interdependent structural features are available, which then supports the entire vision.
The next generation of computational models will depend on more extensive quantitative experimental measurements of the interdependent geometric features of mitochondrial network morphology and, eventually, simultaneous mitochondrial functional state.
The first step toward an integrative understanding of how mitochondrial morphology is generated and regulated is to define the interdependent geometrical features and their dynamics that together generate the morphology of a mitochondrial network within a cell.
Most of the criteria have interdependent and interactive features, so they cannot be evaluated by conventional measure method.
The effectiveness of the two features is interdependent.
However, the performance of this approach is known to be suboptimal if features are interdependent, which is a general case in most studies.
Since the genomic features are interdependent, partial regression coefficients of these features were obtained.
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