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How well do clustering methods perform on 'coli_time'?


Program Davies Bouldin Index (R) Dunn Index (R) F1-Score F2-Score False Discovery Rate False Positive Rate Fowlkes Mallows Index (R) Jaccard Index (R) Rand Index Rand Index (R) Sensitivity Silhouette Value (R) Specificity V-Measure
CLARA -- -- -- -- -- -- -- -- -- -- -- -- -- --
Self Organizing Maps -- -- -- -- -- -- -- -- -- -- -- -- -- --
Spectral Clustering 0.424 2.359 0.403 0.597 0.5 0.0 0.513 0.264 0.736 0.736 0.998 NaN 1.0 0.396
clusterdp 0.078 12.888 0.404 0.596 0.737 0.911 0.512 0.263 0.303 0.303 0.994 NaN 0.089 0.069
HDBSCAN -- -- -- -- -- -- -- -- -- -- -- -- -- --
AGNES 0.0 Infinity 0.404 0.597 0.25 0.0 NaN 0.264 0.736 0.736 1.0 NaN 1.0 0.397
c-Means 0.0 Infinity 0.398 0.584 0.333 0.0 NaN 0.257 0.736 0.736 0.921 0.728 1.0 0.397
k-Medoids (PAM) 0.0 67.021 0.387 0.557 0.0 0.0 0.452 0.241 0.736 0.736 0.794 NaN 1.0 0.397
DIANA 0.0 Infinity 0.404 0.597 0.0 0.0 NaN 0.264 0.736 0.736 1.0 NaN 1.0 0.397
DBSCAN Infinity -Infinity 0.403 0.597 0.736 1.0 0.513 0.264 0.264 0.264 1.0 NaN 0.0 0.0
Hierarchical Clustering 0.0 Infinity 0.404 0.596 0.0 0.0 NaN 0.263 0.736 0.736 0.994 NaN 1.0 0.397
fanny 0.0 Infinity 0.404 0.597 0.659 0.0 NaN 0.264 0.736 0.736 1.0 NaN 1.0 0.397
k-Means -- -- -- -- -- -- -- -- -- -- -- -- -- --
DensityCut -- -- -- -- -- -- -- -- -- -- -- -- -- --
clusterONE Infinity -Infinity 0.403 0.597 0.736 1.0 0.513 0.264 0.264 0.264 1.0 NaN 0.0 0.0
Affinity Propagation 0.0 Infinity 0.349 0.395 0.727 0.0 NaN 0.182 0.736 0.736 0.395 NaN 1.0 0.397
Markov Clustering Infinity -Infinity 0.403 0.597 0.736 1.0 0.513 0.264 0.264 0.264 1.0 NaN 0.0 0.0
Transitivity Clustering 0.0 Infinity 0.403 0.597 0.235 0.0 NaN 0.264 0.736 0.736 1.0 NaN 1.0 0.397
MCODE 0.696 0.382 0.382 0.508 0.727 0.284 0.396 0.227 0.599 0.599 0.574 -0.027 0.716 0.125