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To optimally classify a sound event as cough or non-cough the feature vectors should obey certain requirements.
In this study we explore the possibility of combining adaptive filtering techniques with a SAA designed to optimally classify the rhythm after filtering.
A large number of trees constructed this way are used to form an ensemble (known as a forest) that collectively votes to optimally classify input vectors.
We obtained 9 PPIAs to optimally classify the normal and breast cancer samples with PPIA + ellipsoidFN on data set GSE10797 for two-class situation.
The computer-generated algorithm uses a binary recursive process which splits the data into the best possible combination of variables to optimally classify patients into those with or without the outcome.
This paper introduces a new approach to rhythm analysis during CPR that combines two strategies: a state-of-the-art CPR artifact suppression filter and a shock advice algorithm (SAA) designed to optimally classify the filtered signal.
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The main aim of Discriminant analysis (also called Fisher's linear Discriminant analysis) is to find the "Discriminant axes" which optimally classify the data into two or more classes.
Our goal is to search for cofactors whose co-binding (with corresponding main factors of interest) to ES-up genes and to ES-down genes in a cluster are significantly different from each other, and can optimally classify the genes within the cluster.
The cut off to optimally separate the patients was chosen.
Various hazardous metal ions present in the water samples have been optimally classified and validated by the application of Davis Bouldin index.
For each algorithm the exercise consisted in optimally classifying all neurons into two groups: pyramidal cells or interneurons.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com