Sökning: "Ignacio Aparicio Vázquez"

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  1. 1. Venn Prediction for Survival Analysis : Experimenting with Survival Data and Venn Predictors

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Ignacio Aparicio Vázquez; [2020]
    Nyckelord :Venn Predictors; Random Forests; Survival Modelling; Machine Learning; Well Calibrated Probabilities; Out-of-bag Calibration; Anomaly Detection; Venn Predictors; Slumpmässiga Skogar; Survival Modelling; Machine Learning; Välkalibrerade sannolikheter; Out-of-bag Calibration; Anomalidetektion;

    Sammanfattning : The goal of this work is to expand the knowledge on the field of Venn Prediction employed with Survival Data. Standard Venn Predictors have been used with Random Forests and binary classification tasks. However, they have not been utilised to predict events with Survival Data nor in combination with Random Survival Forests. LÄS MER