Explaining prediction models and individual predictions with feature contributions

Author:

Štrumbelj Erik,Kononenko Igor

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference30 articles.

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2. Allahyari H, Lavesson N (2011) User-oriented assessment of classification model understandability. In: Proceedings of the 11th Scandinavian conference on artificial intelligence, SCAI 2011, pp 11–19

3. Becker B, Kohavi R, Sommerfield D (1997) Visualizing the simple Bayesian classier. KDD workshop on issues in the integration of data mining and data visualization

4. Bhattacharya S, Xu D, Kumar K (2011) An ANN-based auditor decision support system using Benford’s law. Decis Support Syst 50(3):576–584

5. Bhattacharyya S, Jha S, Tharakunnel K, Westland JC (2011) Data mining for credit card fraud: a comparative study. Decis Support Syst 50(3):602–613

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