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To illustrate the difference between the dynamic views of relationships among cell types offered by the trees relative to the static snapshot offered by raw probe counts, we next examined two different measures of the net mutational bias in the CC and BC trees: one based on imbalance of copy numbers in cell counts and one on imbalance in tree edges.
In recent years there has been a significant number of contributions to the literature on imbalance indicators.
These simulations are based on imbalance in a single covariate.
We evaluated effects of experimental data characteristics and key analytical parameter settings on imbalance detection.
Additionally we thoroughly evaluated the influence of experimental and analytical parameters on imbalance detection.
Effects of sequence length (B) and depth (C) on imbalance detection.
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The scalping world depends, of course, on imbalances between supply and demand.
For his part, President Obama suggested that the attention on imbalances had overshadowed significant agreements on overhauling financial regulations and improving development assistance for poor countries.
American officials have indicated that they believe a multilateral discussion on imbalances would be a more fruitful strategy than a head-to-head confrontation with China, which has been increasingly outspoken in defending its currency policy.
On the other hand, it is observed that the RF algorithm performs well on imbalanced datasets.
Finally, "Applications on imbalanced Big Data" section presents the application papers on the topic.
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