Labeled Training Record
(Redirected from Training Pair)
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A labeled training record is a labeled learning record in the role of being a training record (with a known training record value)
- AKA: Labeled Training Case, Labeled Training Instance, Training Pair.
- Context:
- It can be a member of a Labeled Training Record Set.
- It can be a task output to a Learning Record Labeling Task.
- It can range from being a Strongly Labeled Training Record to being a Weakly Labeled Training Record.
- It can be:
- Example(s):
- (Name=N/A, Gender=Male, Age=54, BankruptcyInPast5Years=Yes, CreditRisk=High); Target_Class=CreditRisk
- any Labeled Training Document.
- …
- Counter-Example(s):
- See: Concept Instance, Classifier Training Algorithm, Statistical Modeling Task.
References
- http://www.google.ca/search?q=%22a+labeled+training%22
- http://scholar.google.ca/scholar?q=%22a+labeled+training%22
2004
- (Hastie et al., 2004) ⇒ Trevor Hastie, Saharon Rosset, Robert Tibshirani, and Ji Zhu. (2004). “The Entire Regularization Path for the Support Vector Machine.” In: The Journal of Machine Learning Research, 5.
- QUOTE: In this paper we study the support vector machine (SVM)(Vapnik, 1996; Schölkopf and Smola, 2001) for two-class classification. We have a set of [math]\displaystyle{ n }[/math] training pairs xi, yi, where xi in
R
p is a p-vector of real-valued predictors (attributes) for the ith observation, and yi in {−1,+1} codes its binary response. …
- QUOTE: In this paper we study the support vector machine (SVM)(Vapnik, 1996; Schölkopf and Smola, 2001) for two-class classification. We have a set of [math]\displaystyle{ n }[/math] training pairs xi, yi, where xi in