Sentence examples for clustering performs from inspiring English sources

The approach adopted comprises supervised methods (multilayer perceptron and decision trees), which are responsible for distinguishing the origin of the axons (CNS or PNS), whereas the unsupervised method (K-means clustering) performs nerve fibre clustering based on similar characteristics for both the CNS and PNS.

This is a one-dimensional clustering problem, where single-linkage clustering performs well.

Again, we see that Impulse clustering performs better than the straw-men.

Our results show that spectral clustering performs better using the GO as an information source in comparison to gene co-mentioning data (PubMed).

As shown in Table 1, three-dimensional clustering performs the best overall, with 0.84 area under the receiver operating characteristic (ROC) curve.

The results show that even with the advantage that k-means knows the true k, our adaptive EM clustering performs best on average in terms of FMI and NVI score.

This clustering performed very poorly as expected.

Principal Component Analysis was performed using GeneSpring GX 7.3, and Heirarchical Clustering performed in dChip 2006.

But, how well does clustering perform at these tasks?

Data were processed and hierarchical clustering performed, as described [ 31].

Heat maps were drawn by hierarchal clustering performed with NCSS 2007 (Kaysville, Utah).