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LLDE apply the constrained weights to strengthen the classification ability.
If the number of classified group increases then to avoid the overlap, the number of neurons can be increased and LVQ2 and LVQ3 can be implemented to strengthen the classification.
While we did not have sufficient structural images to conduct the same analysis to rule out confounding factors, future studies with different imaging modalities will be needed as a synthesized biomarker to strengthen the classification and achieve more reliable clinical diagnosis of this complex disorder.
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The phylogenic tree generated using these sequences (Figure 6) showed that isolates in Israel/Palestinian Authority formed a cluster well separated from Old World and New World Borrelia spp. strengthening the classification of the isolates in Israel and in the Palestinian Authority as B. persica.
After selecting the source data, the next step of the AutoTL is to identify the useful labels/features from the source data, which can be used to strengthen the target data classification.
Finally, additional values on the intrinsic properties of the two AAC subclasses as well as more detailed morphological characteristics such as total dendritic and axonal length as provided for the two bistratified cell sub-classes would be important to possibly strengthen the proposed functional sub-classification.
It is a challenge for us all to strengthen the scientific base and adapt the classification to the latest available evidence.
These positive exposure response analyses for TCDD since the IARC classification (IARC 1997) strengthen the decision by IARC to label TCDD a human carcinogen.
The ability to perform rapid and accurate fault detection, classification and location strengthen the practical applicability of the proposed methodology.
The concordance of results using both a statistical classification (thirtiles of mean CRP) and an a priori population-based classification (for CRP change) serves to strengthen the findings.
To strengthen the reliability of our conclusions, all the results were reproduced with four linear classification procedures: linear kernel support vector machines (LKSVM), GPLS, PAMs and RF.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com