Research Article

[Retracted] Optimization of Ideological and Political Education Management Strategies under k-Means Algorithm in Big Data Environment

Table 2

Comparison results of clustering algorithms.

AlgorithmScalabilityDetection of arbitrary shape clusteringAbility to process noisy dataSensitivity to the order of input objectsMultidimension

k-Means algorithmGreatConvex or globoseSensitiveSensitiveMedium
CUREPoorArbitrary shapeInsensitiveSensitiveGood
BIRCHGoodConvex or globoseMediumMediumGood
DBSCANVery goodArbitrary shapeInsensitiveSensitiveMedium
STNGGreatArbitrary shapeInsensitiveInsensitiveGood