Handling the Problem of Unbalanced Data Sets in the Classification of Technical Equipment States

Questions of handling unbalanced data considered in this article. As models for classification, PNN and MLP are used. Problem of estimation of model performance in case of unbalanced training set is solved. Several methods (clustering approach and boosting approach) considered as useful to deal with the problem of input data.

Measuring cognitive impairment with large data sets /

"OM91-0512"--P. [80].

[Lecture notes on pure mathematics. Convex sets]

Includes bibliographies.

Catalogue of paintings, including three sets of tapestries,

Mode of access: Internet.

An algorithm for fitting related sets of straight-line data /

Includes bibliographies (p. 12).

Generation and comparison of equivalent equation sets in a general purpose simulation and modeling package /

"C00-2383-0018."

Catalogue of library sets : angling literature, art and illustrated books, including the private library of John F. Thompson, of Woodhaven, Long Island, to be sold ... January 19th, 1920 ...

484 items; sale conducted by Thomas E. Kirby.

Microform sets in U.S. and Canadian libraries : report of a survey on the bibliographic control of microform sets conducted by the Association of Research Libraries Microform Project /

Mode of access: Internet.

First editions of English and American authors, standard sets in fine bindings, limited editions, illustrated books, Americana, voyages and travel, a fine collection of books on art and architecture ... Property of the Southern California Group of the Antiquarian Booksellers' Association of America, to be sold at unrestricted public auction September 29, 1949 ...

295 items.

Modern fishers of men : among the various sexes, sect, and sets of Chartville Church and community /

Raymond, G.L., prof. 1880-

Sets, sequences, and mappings: the basic concepts of analysis

Mode of access: Internet.

Accounting and business practice. Incoming business forms. Tablet 1-4 for sets 3-7.

Mode of access: Internet.

Sets of standard authors, mainly in fine bindings ... ornithological books ... American maps, extra-illustrated books ... of the estates of ... Emil Winters ... and other owners ...

Mode of access: Internet.

Integration of data sets pertaining to bald eagles and water fowl populations in Illinois /

"September 1986."

A complete system of practical book keeping, in four sets of books ... Also a series of concise rules for performing various computations in business ...

Mode of access: Internet.