Description Usage Format Details Examples
A toy example used to illustrate curve clustering.
1 |
A list contains a 300 by 10 data matrix (curve
) and a 300 by 1 cluster membership vector (curve.mem
). There are 3 clusters, each containing 100 data points, respectively, in a 10-dimensional space.
cluster one is generated from the model:
yik = sin(2 * PI * xk) + eik, xk ~ N(0, 1), eik ~ N(0, 0.1), i = 1, …, 100, k = 1, …, 10.
cluster two is generated from the model:
yik = cos(2 * PI * xk) + eik, xk ~ N(0, 1), eik ~ N(0, 0.1), i = 1, ..., 100, k = 1, ..., 10.
cluster three is generated from the model:
yik = eik, eik ~ N(0, 1), i = 1, ..., 100, k = 1, ..., 10.
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