reclustering
Reorganizing into groups
Reclustering is the act of grouping things again, typically after an initial clustering has been disrupted or deemed inadequate.
The term appears most often in technical contexts—data analysis, machine learning, or organizational restructuring—where items must be reassigned to new categories or groupings: The algorithm triggered reclustering when the original clusters became too unbalanced.
Organizing anew after scattering
- reorganizationChanging how something's arranged
- reclassificationChanging an item's category
- reassignmentShifting to new duties
- redistributionSharing out again differently
realignment · repartitioning · reallocation · restructuring · reconfiguration · iteration · refinement · optimization
Centroid-based clustering algorithm
- divisiveCausing sharp disagreement
- centroidMean position of figure
- dendrogramBranching hierarchy diagram
- partitioningDividing into sections
linkage · convergence · iteration · initialization · seed selection · reinitialization
Systematic grouping by traits
- regressionReturn to former state
- data miningExtracting insights from datasets
- machine learningAlgorithms that improve from data
- analyticsSystematic examination of datasets
segmentation · pattern recognition · preprocessing · normalization · embedding · training data
Points of connection
- modularityDivisibility into independent units
- connectivityState of being linked
- adjacencyState of being beside
- graph theoryMathematical study of networks
regrouping
Organizing anew after scattering
- reorganizationChanging how something's arranged
- reclassificationChanging an item's category
- reassignmentShifting to new duties
redistribution · realignment · repartitioning · reallocation · restructuring · reconfiguration · iteration · refinement · optimization · rebalancing
k-means
Centroid-based clustering algorithm
- divisiveCausing sharp disagreement
- centroidMean position of figure
- dendrogramBranching hierarchy diagram
partitioning · linkage · convergence · iteration · initialization · seed selection · reinitialization
classification
Systematic grouping by traits
- regressionReturn to former state
- data miningExtracting insights from datasets
- machine learningAlgorithms that improve from data
analytics · segmentation · pattern recognition · preprocessing · normalization · embedding · training data
nodes
Points of connection
- modularityDivisibility into independent units
- connectivityState of being linked
- adjacencyState of being beside
graph theory · topology · subgraph · network analysis · centrality
reclusteringdispersing
Spreading widely apart
scattering · disaggregating · fragmenting · separating · randomizing
cluster, clustered, clusters, clustering, supercluster, superclusters, subclusters, unclustered, recluster