First, it shows that the changes in classification accuracy were not due to larger between-sequence differences, or lower within-sequence variability, of a single behavioral factor otherwise the difference would have been apparent using a classifier that uses only the most informative spatial pattern component.
If there is no evidence of homology, the 3′ spacer assumes position number 1. Visualizing the first four spacers highlights the most informative ancestral pattern, whereas the length bar alludes to diversity even within serovars (e.g., length variation with S. Montevideo strains).
Figure 2 Distribution of probability of bleeding based on the two most informative sequential patterns of shape of the ABP waveform.
An example in Figure 2 shows how distribution of bleed vs. no-bleed test cases changes when two most informative sequential patterns are present or absent in ABP waveform.
There were a total of 16 different diversity variables used in this analysis (Table 1), and the goal was to construct the most informative model explaining patterns of biomass production.
Specifically, we observe that the side view flow cytometry can independently provide the most informative side information for selecting discriminative subgraph patterns on the fMRI brain networks.
With a robust strand-inheritance analysis tool and accurate SCE calling, BAIT is able to interrogate Strand-seq data to follow template-strand segregation patterns, and is currently the most informative technique for testing such patterns [ 29- 32].
In the proposed approach, we first select the most informative voxels and then identify a response pattern based on the connectivity of the selected voxels.
The next most informative sub-category correlates best with HR patterns of the ECG data, mirroring differential pulse responses under anaesthesia.
