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With the decreasing of sample amount for training model, the Cubic SVM classifier still performs well in classification with accuracy of 86.9%.
On one hand, the decreasing of sample points is desirable for signal processing.
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The thermal stability measurement of the chemically modified GDLs showed rapid decrease of sample mass during heating.
From (28), (29) we can see why the estimate variation is increase as the decrease of sample points.
The steep decrease of sample mass between 500 and 600 °C is related to PTFE decomposition [31, 32].
The moisture content was evaluated by the decrease of sample weight at the end of an isotherm at 120 °C.
Therefore, we excluded these samples from analysis, resulting in a decrease of sample size to 26 PD (14 males and 12 females) and 21 non-PD samples (10 males and 11 females).
The decreasing odds of sample positivity after 2 years of age may be due to increased likelihood of vaccination and less fighting among older dogs.
The decreasing of the sample weight is primarily due to the debonding of some glass on the coating surface.
Thus, missing has a more influential effect on the quality of multilocus ordering than an equivalent decreasing of the sample size.
Further, laser capture microscopy has improved the ability to separate and analyze cancer cells, but because of the decreased amounts of sample DNA, many primer pairs are required to obtain a robust amplification of the entire mitochondrial genome [ 43].
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