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Bayesian Smoothing of Decision Tree Soft Predictions and Evidential Evaluation
As for many classifiers, decision trees predictions are naturally probabilistic, with a frequentist probability distribution on labels associated to each leaf of the tree. Those probabilities have the major drawback of being potentially unreliable in the case where they have been estimated from a li...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274744/ http://dx.doi.org/10.1007/978-3-030-50143-3_28 |