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The PCA-ICA process provides the highest separation between the different pathologies with very similar standard deviation, achieving a high degree of accuracy with the pathologist decision.
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The TGA-capped CdS QDs show long emission wavelengths and a high separation between the excitation and emission wavelengths (ca. 125 nm) simplifying fluorescence measurements.
The high difference between the resistivity of the formation water and the resistivity of hydrocarbons may result in high separation between the calculated Ro and the recorded Rt curves regardless to the water or hydrocarbon saturations ratio. 5.
To improve the discrimination of these regions (see Figure 4d) we used linear discriminant analysis (LDA) [25] which guaranteed higher separation between classes of point-clouds by calculating the between class variability through the sample covariance of the class means.
More generally speaking, KS test returns a value defined between 0 and 1: for better quality samples, a larger KS test statistic (i.e., higher separation between genuine and impostor distributions) is expected.
Finally, in PpcAM58K the higher separation between Eapp values of haem III and haem IV (55 mV against 18 mV in the wild-type) lead to a significant contribution of the microstate P14 so that a different preferred route for electrons was observed: P0H → P14 → P134.
A roller clearance of 10.5 mm and air speed of 10.0 ± 0.4 m s−1 were selected as the optimal conditions with the highest separation efficiency between kernels and shells at 94.59%.
The membrane is stable in the 350° 400 °C temperature range with a high separation factor between H2 and N2, but at 450 °C shows an initial fast decrease of the selectivity with time-on-stream up to reach a nearly constant value.
One of the advances is the robustness of the LMNN algorithm that not only provides higher separation rate between the classes but it also makes (in combination with NMSE and PLS) this rate variation more stable.
The stability of the crystal structure, despite the presence of high concentrations of ionic defects, is believed to be related to the high charge separation between the perovskite and rocksalt layers in the crystal structure.
The main advantages in high fields stand in higher signal to noise ratio (and consequent increase in space resolution or decrease in acquisition time) and higher frequency separation between metabolite peaks in in vivo spectroscopy.
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