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At the end, sixth subsection includes an additional experiment on another HAR dataset OPPORTUNITY dataset, using the same system.
Multiconf-DOCK was used to generate conformations for the 1000 structures in the dataset using the same input as for Confab but converted to MOL2 using Open Babel v2.3.0.
In addition, we created a third detrended dataset using the same method as for the first detrended dataset but with a different period of estimation for the annual components.
Table 7, obtained partially from [9], shows the generalization performance of our method compared with other state-of-the-art methods that were evaluated against this dataset using the same configuration.
We analyzed this dataset using the same paired t-test as algorithm as in the current study, and found 388 probes that were significantly different using the unadjusted p-value threshold of <0.01.
Subsequent analysis was restricted to the lineage II dataset using the same methods.
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The dataset uses the same array platform as the breast cancer dataset.
BEAST analyses of the COI dataset used the same three-partition scheme as the ML analysis.
The overall success rate achieved by our final ensemble is notably higher than previous results obtained on the same datasets using the same testing protocols reported in the literature.
After the dilation, we used the nuclear regions as seeds and applied a seeded watershed segmentation on the dilated cytoplasms image to get the final segmentation mask of the cells (Fig. 1b) We repeated the above process on all the three datasets using the same CellProfiler pipeline provided as Supplementary Software.
The visual clustering algorithms were applied to the same datasets using the same feature set as described in Sect.
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