Can Decision Trees Be Used for Performing Clustering?

Decision trees can also be used to perform clustering, with a few adjustments. On one hand, new split criteria must be discovered to construct the tree without the knowledge of samples la- bels. On the other hand, new algorithms must be applied to merge sub- clusters at leaf nodes into actual clusters.

Can decision trees be used for performing clustering a true b false?

Q3. Can decision trees be used for performing clustering? Decision trees can also be used to for clusters in the data but clustering often generates natural clusters and is not dependent on any objective function.

Can decision trees be used for performing classification tasks?

Decision Tree is a display of an algorithm. ... Decision Trees can be used for Classification Tasks.