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"node classification" vs "node classifications"

Both 'node classification' and 'node classifications' are correct, but they are used in different contexts. 'Node classification' is used when referring to the general concept of classifying nodes in a network, while 'node classifications' is used when specifically talking about multiple classifications of nodes.

Last Updated: March 25, 2024

node classification

This phrase is correct and commonly used in the context of classifying nodes in a network.

Use 'node classification' when referring to the general concept of classifying nodes in a network.

Examples:

  • The task of node classification in a social network involves predicting the labels of nodes based on their attributes.
  • Node classification is an important problem in network analysis.

Alternatives:

  • vertex classification
  • element classification
  • object classification
  • entity classification
  • item classification

node classifications

This phrase is correct and is used when referring to multiple classifications of nodes in a network.

Use 'node classifications' when specifically talking about multiple classifications of nodes in a network.

Examples:

  • The algorithm produced different node classifications for the network.
  • We compared the accuracy of various node classifications.

Alternatives:

  • vertex classifications
  • element classifications
  • object classifications
  • entity classifications
  • item classifications

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