sklearn.metrics.adjusted_rand_score(labels_true, labels_pred) 兰德index 根据机会调整。 兰德index 通过考虑在预测和真实聚类中相同或不同聚类中分配的所有样本对和计数对来计算两个聚类之间的相似性度量。 然后使用以下方案将原始 RI 分数 “adjusted for chance” 纳入 ARI 分数: ARI = (RI - Expected_RI)...
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A python package which implements a distance-based extension of the adjusted Rand index for the supervised validation of 2 cluster analysis solutions - nredell/RARI
Omega Index(fuzzy version of the Adjusted Rand Index), which equal to ARI when applied for the non-overlapping clusterings; Mean F1 measures:F1a (Average F1-Score), F1p is much more indicative and discriminative than the presented there F1a but the respective paper has not been published ye...