Miscluster

However, if a wing is wrongly clustered, it, in effect, has introduced a spurious wing in one cluster and its rightful cluster will be missing a wing. The effect is potentially damaging if several wings are misclustered.

Ordinarily, I suppose, we think of death as taking place when something goes wrong with the physical body: when vessel walls collapse or cells miscluster or the immune system crashes.

Indeed, the result of the fourth test case shows that, for instances when REGROUPS may miscluster a few isolated points, incorporating information from a relatively large number of ATs in the polynomial surface protects against 'run-away' misclustering.

Test-areas 17 and 18 were again misclusters.

The rate of miscluster increases slightly with the increase of number of clusters and RAI objects.

The thesis is split up into four phases of categorical data where the first phase evaluates the miscluster rate over the clustering on categorical data which results in significant improvement over the performance than the earlier reported algorithms.