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To avoid physical inconsistency in the gravity data, redundant datasets with offsets were removed and a total of 1,011 measurements were selected.
The phase retrieval problem is made tractable in ptychography by recording multiple diffraction patterns from overlapping regions of the object, providing redundant datasets to compensate for the lack of the phase information.
Ptychography uses a small step size relative to the size of the illuminating beam when scanning the sample, continuously generating large redundant datasets that can be reduced into a high-resolution image.
On highly redundant datasets, and in comparison with gzip, 8-fold size reductions have been obtained.
The annotation of each experiment and sample was performed manually to provide more detailed information, to detect annotation errors or redundant datasets across published studies.
As the VectorBase resource expands, questions arise as to what to do with largely redundant datasets (there are now three adult tissue experiments: [ 8, 10, 31]).
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The combined, redundant dataset was clustered using CD-HIT [23].
We successfully mapped 27,777 sequences (92% of the combined and redundant dataset) onto the genome (see Methods).
The optimized classifier was trained with different properties of a non redundant dataset consisting of 68 cyclin (positive dataset) and 72 non cyclin (negative dataset) sequences (for details, see the supporting information files).
Although analyses conducted on both redundant and non-redundant datasets identified rEHH signals in these regions, the non-redundant dataset produced five significant rEHH signals, compared to only one in the redundant dataset (Table 2).
In fact, in the redundant dataset, Sweep v1.1.
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