A labeled training record is a training record with a training record value (a target attribute whose Target Value is known)
- AKA: Training Example, Training Case, Training Tuple, Training Instance, Train Instance, Labeled Training Case, Labeled Training Instance, Training Pair.
- Context:
- Example(s):
- (Name=N/A, Gender=Male, Age=54, BankruptcyInPast5Years=Yes, CreditRisk=High); Target_Class=CreditRisk
- See: Unlabeled Training Record, Concept Instance, Testing Record, Statistical Modeling Task
References
2004
- (Hastie & 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.
- In this paper we study the support vector machine (SVM)(Vapnik, 1996; Sch¨olkopf and Smola, 2001) for two-class classification. We have a set of n training pairs xi, yi, where xi in
Rp is a p-vector of real-valued predictors (attributes) for the ith observation, and yi in {−1,+1} codes its binary response. ...