Global ETD Search
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Showing 1 to 3 of 3 for “"Venn Abers"”.
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Hardening DGA Classifiers Using Adversarial Attacks and IVAP
… against CharBot and the use of Inductive Venn-Abers Predictors (IVAP) to raise classifiers' predictive scores.
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Sistema de apoyo al triaje clínico en radiografías de tórax mediante Deep Learning, con explicabilidad y estimación de incertidumbre.
… y cuantificación de incertidumbre basados en Venn-Abers, con el objetivo de avanzar hacia sistemas de inteligencia artificial más confiables en el ámbito sanitario. Durante el desarrollo experimental se aplicaron estrategias de validación cruzada, ajuste de hiperparámetros y calibración de la …
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Improved In Silico Methods for Target Deconvolution in Phenotypic Screens
… Platt Scaling, Isotonic Regression Scaling and Venn-Abers Predictors, since the probabilities from well calibrated classifiers can be interpreted at a confidence level and predictions specified at an acceptable error rate. Additionally, many current protocols only offer probabilities for …