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Algorithmic Learning in a Random World

 Buch
Besorgungstitel | Lieferzeit:3-5 Tage I
ISBN-13:
9780387001524
Einband:
Buch
Seiten:
324
Autor:
Vladimir Vovk
Gewicht:
673 g
Format:
250x156x24 mm
Sprache:
Englisch
Beschreibung:

Preface.- List of Principal results.- Introduction.- Conformal prediction.- Classification with conformal predictors.-Modifications of conformal predictors.- Probabilistic prediction I: impossibility results.- Probabilistic prediction II: Venn predictors.- Beyond exchangeability.- On-line compression modeling I: conformal prediction.- On-line compression modeling II: Venn prediction.- Perspectives and contrasts.- Appendix A: Probability theory.- Appendix B: Data sets.- Appendix C: FAQ.- Notation.- References.- Index

Preface.- List of Principal results.- Introduction.- Conformal prediction.- Classification with conformal predictors.-Modifications of conformal predictors.- Probabilistic prediction I: impossibility results.- Probabilistic prediction II: Venn predictors.- Beyond exchangeability.- On-line compression modeling I: conformal prediction.- On-line compression modeling II: Venn prediction.- Perspectives and contrasts.- Appendix A: Probability theory.- Appendix B: Data sets.- Appendix C: FAQ.- Notation.- References.- Index
Autor: Vladimir Vovk
ISBN-13:: 9780387001524
ISBN: 0387001522
Verlag: Springer, Berlin
Gewicht: 673g
Seiten: 324
Sprache: Englisch
Sonstiges: Buch, 250x156x24 mm, 62 SW-Abb.