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Example sentences for: eigen

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This limitation is alleviated by performing successive cycles of fuzzy k-means clustering on subsets of the data and recalculating the eigen vectors for the respective dataset used in each cycle.
One potential drawback of this method is that the number of clusters, k , is limited to the number of eigen vectors (which is determined by the number of microarray experiments analyzed).
The remaining eigen vectors were used as prototype centroids for that clustering cycle.
Together, the eigen vectors describe the variation in the gene-expression dataset, and therefore seeding the centroids with these vectors provides a systematic method of sampling the data space.
More than 50% of the final centroids were identified in 90% of the bootstrapping trials in which PCA was performed on a random sample of the data, despite the fact the most of the eigen vectors were significantly different in each trial (see Materials and methods).