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A systematic analysis of performance measures for classification tasks
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.
Abstract
No abstract. This is not a gap in this database — OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.
The record
- Venue
- Information Processing & Management
- Topic
- Text and Document Classification Technologies
- Field
- Computer Science
- Canadian institutions
- Computer Research Institute of MontréalUniversité de MontréalChildren's Hospital of Eastern Ontario
- Funders
- McGill University
- Keywords
- Confusion matrixConfusionComputer scienceArtificial intelligenceClassifier (UML)Measure (data warehouse)Binary classificationMachine learningBinary numberNatural language processingSet (abstract data type)Class (philosophy)Data miningPattern recognition (psychology)MathematicsSupport vector machineArithmetic
- Has abstract in OpenAlex
- no