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But other scientists had probed the structure of DNA by blasting X-rays at powdered samples of it, producing patterns that revealed the sizes of features in the molecule, in angstrom units, each a ten-millionth of a millimeter.
We explore novel means for estimating the sizes of features that lie below the diffraction limits for laser scanning confocal microscopy (LSCM) for non-destructive, quantitative materials characterization.
The specific features for each combination, sizes of features, and the accuracies as their global scores are shown in Table 3.
The first is that the natural core idea of machine learning is just to put enough features into the classifier as a black box; the second is that the performance of a classifier with huge sizes of features is always better in accuracy and F-score.
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Feature subset AUC AUC Texture Color Texture and Color Figure 4 ROC convex hulls for different sizes of feature set. Figure 5 ROC analysis for corrosion characterization based on texture features.
Feature selection schemes were compared by averaging cross validation error rates (CVER), sizes of feature sets found and searching times across the classification models (Table S2).
The nanometer figure refers to the average size of features on chips produced by the process.
Since these features are calculated for all existing frames in the video episode, the size of features is large.
An improvement in the size of features is achieved with only 27 features extracted from 400 images.
The smaller size of features on the chip also gives designers more flexibility to speed up the computing performance of the chip itself.
As shown in Fig. 5b, 5c, the second deposition/chemical treatment step leads to the formation of high quality plasmonic arrays based on gold nanodots with the size of features less than 100 nm.
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