Words similar to eigen

Example sentences for: eigen

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Of the top k /3 eigen vectors, those to which no gene had a maximal Pearson correlation were eliminated (for k = 120, only one eigen vector was eliminated in each cycle).
Nonetheless, most of the eigen vectors diverged to different gene-expression patterns within 10-15 iterations.
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).
Second, because the random initialization commonly used in k-means clustering can have a profound impact on the results [ 15], we instead chose to initialize each clustering cycle by seeding prototype centroids with the eigen vectors identified by PCA of the respective dataset (see below).
The remaining eigen vectors were used as prototype centroids for that clustering cycle.