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CASP-DM: Context Aware Standard Process for Data Mining

Authors :
Martínez-Plumed, Fernando
Contreras-Ochando, Lidia
Ferri, Cèsar
Flach, Peter
Hernández-Orallo, José
Kull, Meelis
Lachiche, Nicolas
Ramírez-Quintana, María José
Publication Year :
2017

Abstract

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.

Subjects

Subjects :
Computer Science - Databases

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1709.09003
Document Type :
Working Paper