To solve this problem, many specially designed algorithms are proposed such as clustering-based SVM training which attempts to remove the clustered data points that lie far away from support vectors.
King bit the bullet and had surgery — a six-hour procedure to remove the clusters of polyps that were completely filling her nasal passages.
Discretisation methods and bayesian methods were not able to remove the clustering by dataset in PCA or hierarchical clustering (data not shown).
After removing the cluster, the χ2 statistic decreases to χ2 = 0.871 with 4 degrees of freedom, and then the hypothesis cannot be rejected with a 99% significant level.
In order to understand the signal transmission between transmembrane receptors (RTK) and nuclear receptors (NR), we have removed the cluster composed only of nuclear receptors.
For the non-PCA selected tests, including lesion volume removed the cluster associated with synonym judgement (i.e. no unique clusters were extracted for any of the three measures).
The multilevel logistic regression model is a powerful statistical tool for 1) removing the cluster effect, and 2) detecting an association between dependent (category) and independent variables at different levels of the data hierarchy.
Small-volume correction was applied to the ventral striatum at the same threshold (p <.001) by removing the cluster criterion (which was too large to allow for detection of activation in regions as small as the nucleus accumbens).
There is a gap of SRE sequences southeast off Hokkaido, since we removed the clusters in which one-third or more events are regarded as possible aftershock of the 2003 Off Tokachi earthquake and the 1994 Off Sanriku earthquake, as explained earlier.
First, we removed the clusters with fewer than three members.
