Clustered Data Distribution
收藏DataCite Commons2026-01-07 更新2025-04-16 收录
下载链接：
https://service.tib.eu/ldmservice/dataset/16489b91-384d-4025-826c-5dbf76c349d6
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资源简介：
The dataset consists of clusters with means µ(1),..., µ(k) and the examples in the j-th cluster are labeled by y(j). The clusters are generated as follows: we draw j ∼ U[0, 1] and x ∼ N(µ(j), σ2Id), and set y(i) = y(j). Moreover, we assume the following: µ(j) = √d for all j ∈ [k], 0 < σ ≤ maxi |h µ(i), µ(j)| ≤ 4σ√d ln(d) + 1, and k ≤ 4σ√d ln(d)+1.
提供机构：
TIB
创建时间：
2025-01-03
