Estimation of individual prediction reliability using the local sensitivity analysis

Author:

Bosnić Zoran,Kononenko Igor

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference28 articles.

1. Bousquet O, Elisseeff A (2002) Stability and generalization. J Mach Learn Res 2:499–526

2. Crowder MJ, Kimber AC, Smith RL, Sweeting TJ (1991) Statistical concepts in reliability. Statistical analysis of reliability data. Chapman & Hall, London, pp 1–11

3. Bousquet O, Elisseeff A (2000) Algorithmic stability and generalization performance. In: NIPS, pp 196–202

4. Bousquet O, Pontil M (2003) Leave-one-out error and stability of learning algorithms with applications. In: Suykens JAK et al, Advances in learning theory: methods, models and applications. IOS Press, Amsterdam

5. Kearns MJ, Ron D (1997) Algorithmic stability and sanity-check bounds for leave-one-out cross-validation. In: Computational learing theory, pp 152–162

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