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All raters were informed of (1) the general principles of the experiment (classification of fourteen videos coming from two groups of 7 subjects; at least 2 hours of availability); (2) that they were expected to do their best in classifying the videos.
Tags are essentially shortcuts describing experiment classification, experiment type and organism, referencing experimental data.
For experimental data of follow-up experiments, the application provides a flexible query mechanism which accepts organism, experiment classification and experiment type as parameters.
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IN microarray experiments, classification of data is a crucial step for the prediction of phenotype of cells.
To evaluate the performance of pathway based similarity measuring method, we conducted two more cell type classifications, cross-platform and cross-experiment classification, where search space is consist of profiles whose platforms or experiments are different from that of query.
According to our training set experiments, classification performance is sensitive to the combinations of co-occurrence pairs.
For over one third of the 18 species, this experiment obtained classification accuracy over 90%, such as paca, ocelot, red deer, and wild boar.
In the second experiment, the classification has been done based on the optimized feature vector which is obtained by the use of the PCA-based method.
In the third experiment, the classification has been done based on the optimized feature vector which is obtained by the use of the proposed GA-based method.
In the first experiment, the classification has been done based on the initial feature vector which contains all the 139 features.
The resolution level of MRMEH is from 1 to 7. In our experiment, the classification rate is 96.39% using the AME-SAD and 1-NN rule.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com