Confidence Score Function
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A Confidence Score Function, [math]\displaystyle{ \operatorname{PredScore}(M_i,T_j,\bf{o}_k) }[/math], is an estimation function that can produce a confidence score for a prediction.
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- Example(s):
- Counter-Example(s):
- See: Segment Chunking, Prediction Confidence Estimate, Performance Measure.
References
2008
- (Westerhuis et al., 2008) ⇒ Johan A Westerhuis, Huub CJ Hoefsloot, Suzanne Smit, Daniel J Vis, Age K Smilde, Ewoud JJ van Velzen, John PM van Duijnhoven, and Ferdi A van Dorsten. (2008). “Assessment of PLSDA Cross Validation.” In: Metabolomics. doi:10.1007/s11306-007-0099-6
- QUOTE: We argue against the use of a single final model, but instead promote the use of many slightly different models to obtain a range of class membership predictions. This range can be used as a confidence measure for class membership assignment.