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.

Legal Services Corporation : grantee attorneys' handling of migrant farmworker disputes with growers.

At head of title: Report to Congressional requesters.

Validation of truck handling simulation results. Volume I: final summary report.

Federal Highway Administration, Washington, D.C.

Validation of truck handling simulation results. Volume II: technical report. Final report.

Federal Highway Administration, Washington, D.C.

Handling and disposal of sludges from combined sewer overflow treatment : phase 1, characterization /

Mode of access: Internet.

Handling and disposal of sludges from combined sewer overflow treatment : phase II, impact assessment /

Mode of access: Internet.

Assessment of bacteria and virus emissions at a refuse derived fuel plant and other waste handling facilities /

Mode of access: Internet.

Control of air emissions from materials handling during remediation.

Mode of access: Internet.

Canadian feed grain policy /

Bibliography: p. 19-20.

Occupational safety in grain elevators and feed mills.

Mode of access: Internet.

Tritium handling : a literature search /

Included are 157 references to reports, journals, and other literature related to the problems and techniques of tritium handling. The subject scope embraces analytical and monitoring procedures and instruments, physiological effects, and safety measures and standards.

Electrical control system for automatic feed grinding /

Cover title.

The expanding soybean meal market : how changes in feeding practices and growth of the formula feed industry have affected demand /

Cover title.

Vehicle handling and stability.

Mode of access: Internet.

Fluid handling equipment : a compilation /

At head of title: Technology utilization.