Causality-Based Feature Importance Quantifying Methods: PN-FI, PS-FI and PNS-FI

Shuxian Du, Yaxiu Sun, Changyi Du

In the current ML field models are getting larger and more complex, and data used for model training are also getting larger in quantity and higher in dimensions. Therefore, in ord…