Souvik Sarkar

Class Cardinality as a Source of Prediction Uncertainty in E-Commerce Customer Analytics

Class imbalance and class cardinality both affect multiclass classification, but their influence on probabilistic estimation has been less explored. This study examines these impacts using an e-commerce dataset. The study follows a four-stage methodology comprising classifier comparative evaluation, controlled class-ca...