𝔖 Bobbio Scriptorium
✦   LIBER   ✦

A statistical approach to class separability

✍ Scribed by Djamel A. Zighed; Stéphane Lallich; Fabrice Muhlenbach


Publisher
John Wiley and Sons
Year
2005
Tongue
English
Weight
138 KB
Volume
21
Category
Article
ISSN
1524-1904

No coin nor oath required. For personal study only.


📜 SIMILAR VOLUMES


A MARKOVIAN APPROACH TO ORDERED PEAK STA
✍ BASU, B.; GUPTA, V. K.; KUNDU, D. 📂 Article 📅 1996 🏛 John Wiley and Sons 🌐 English ⚖ 818 KB

A theory based on Markovian principles and transition probability description is presented here to predict the statistics of the ordered peaks in a random process. It takes into account the statistical dependence that exists between the peaks in a single time history. The theory is more general than

A Probabilistic Approach to the Descent
✍ Richard Ehrenborg; Michael Levin; Margaret A. Readdy 📂 Article 📅 2002 🏛 Elsevier Science 🌐 English ⚖ 117 KB

We present a probabilistic approach to studying the descent statistic based upon a two-variable probability density. This density is log concave and, in fact, satisfies a higher order concavity condition. From these properties we derive quadratic inequalities for the descent statistic. Using Fourier

Significance regression: a statistical a
✍ Tyler R. Holcomb; Håkan Hjalmarsson; Manfred Morari; Matthew L. Tyler 📂 Article 📅 1997 🏛 John Wiley and Sons 🌐 English ⚖ 409 KB 👁 2 views

This paper presents a formal framework for deriving partial least squares algorithms from statistical hypothesis testing. This new formulation, significance regression (SR), leads to partial least squares for scalar output problems (PLS1), to a close approximation of a common multivariable partial l

A maximum entropy approach to adaptive s
✍ Ronald Rosenfeld 📂 Article 📅 1996 🏛 Elsevier Science 🌐 English ⚖ 320 KB

An adaptive statistical language model is described, which successfully integrates long distance linguistic information with other knowledge sources. Most existing statistical language models exploit only the immediate history of a text. To extract information from further back in the document's his

A statistical approach to logical infere
✍ Thiry, S. ;Bouckaert, A. 📂 Article 📅 1986 🏛 John Wiley and Sons 🌐 English ⚖ 593 KB

A combined logical-statistical approach is suggested here for endocrine physiopathological inference. The prior knowledge of the endocrine system is formalized by a Boolean model. Boolean equations are solved to estimate prior probability distributions. A Bayesian strategy, taking into account the o