CASP-DM: Context Aware Standard Process for Data Mining
Fernando Martínez‐Plumed, Lidia Contreras-Ochando, Cèsar Ferri, Peter A. Flach, José Hernández‐Orallo, Meelis Kull, Nicolas Lachiche, Marïa José Ramírez-Quintana · arXiv (Cornell University) · 2017
We propose an extension of the Cross Industry Standard Process for Data Mining (CRISPDM) which addresses specific challenges of machine learning and data mining for context and model reuse handling. This new general context-aware process model is mapped with CRISP-DM reference model proposing some new or enhanced outputs.