recluster
Reorganize into groups
To recluster is to cluster again—to regroup elements into new arrangements or categories.
The term appears most often in technical contexts: data scientists recluster datasets when initial groupings prove unsatisfactory, and astronomers recluster stars based on revised distance measurements.
After reviewing the survey results, we decided to recluster the responses by age rather than income.
Restore to correct arrangement
- reorganizeArrange again differently
- reassembleRestore to original form
- reconveneMeet again after adjournment
- regroupReassemble after dispersal
reconsolidate · reunify · reform · reassociate · recombine · redistribute · reshuffle · recategorize
Centroid-based clustering algorithm
- algorithmFinite problem-solving procedure
- classificationSystematic grouping by traits
- unsupervisedWithout oversight or guidance
- centroidMean position of figure
dendrogram · hierarchical · partitioning · similarity · features · PCA · segmentation · affinity
Scrutinize something once more
- reexamineInspect once more
- reevaluateConsider again more carefully
- recalculateCompute a second time
- reprocessTreat used material again
reinterpret · reassess · recategorize · reclassify · resample · refit · recalibrate · revalidate
realign
Restore to correct arrangement
- reorganizeArrange again differently
- reassembleRestore to original form
- reconveneMeet again after adjournment
regroup · reconsolidate · reunify · reform · reassociate · recombine · redistribute · reshuffle · recategorize · repartition
k-means
Centroid-based clustering algorithm
- algorithmFinite problem-solving procedure
- classificationSystematic grouping by traits
- unsupervisedWithout oversight or guidance
centroid · dendrogram · hierarchical · partitioning · similarity · features · PCA · segmentation · affinity · manifold
reanalyze
Scrutinize something once more
- reexamineInspect once more
- reevaluateConsider again more carefully
- recalculateCompute a second time
reprocess · reinterpret · reassess · recategorize · reclassify · resample · refit · recalibrate · revalidate · rerun
reclusterscatter
Distribute in random directions
disperse · disaggregate · fragment · distribute · spread