Subjectivity in Unsupervised Machine Learning Model Selection

Wanyi Chen, Mary L. Cummings

Model selection is a necessary step in unsupervised machine learning. Despite numerous criteria and metrics, model selection remains subjective. A high degree of subjectivity may l…