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.

Hortus caelestium deliciarum ex omnigena defloratione sanctorum patrum, moralium philosophorum et scriptorum spiritualium summa cura compositus; et in plures centurias apophthegmatum, exemplorum et sententiarum, quasi in totidem florum areolas, distinctus a d. Ioanne Bona

"Elenco delle opere citate nell' 'Hortus' con cenni biografici dei loro opere": p.[lxxix]-cvii.

Canonical simplification of finite objects, well quasi-ordered by tree embedding /

"UILU-ENG 79 1727."

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."

Singular solutions at boundary intersections in two dimensional quasi-linear homogeneous partial differential equations /

Includes bibliographical references (20).

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.

D. Blasii Altimari ... Tractatus de nullitatibus contractuum, quasi contractuum, distractuum, ultimarum voluntatum et quorumcumque actuum extrajudicialium ... : tomus tertius.

Mode of access: Internet.

Praeclarissimum opus diui Isidori Hyspalensis, quod aetimologiarum inscribitur ... : quasi i hoc volumine solu[m] de re gra[m]matica, atq[ue] vocabulor[m] interpretationibus ...

Mode of access: Internet.

Historia della guerra sacra di Gierusalemme della terra di promissione e quasi di tutta la Soria ricuperata da Christiani /

Adams,

Arithmetica seraphica, omnibus ferme suis numeris à primo, vsque ad millones, accuratè digesta, sub qua elogia singularia, trophea catholica, magnalia, & mirabilia, quae quasi cardines sunt, ac bases omnium aliarum excellentiarum, quae se sancto patre nostro Francisco, eius vita, moribus, miraculis, stigmmatibus, regula, & religione ... /

Mode of access: Internet.