AI Medical Compendium Journal:
Journal of machine learning research : JMLR

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Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes.

Journal of machine learning research : JMLR
Learning risk scores to predict dichotomous or continuous outcomes using machine learning approaches has been studied extensively. However, how to learn risk scores for time-to-event outcomes subject to right censoring has received little attention u...

A flexible model-free prediction-based framework for feature ranking.

Journal of machine learning research : JMLR
Despite the availability of numerous statistical and machine learning tools for joint feature modeling, many scientists investigate features marginally, i.e., one feature at a time. This is partly due to training and convention but also roots in scie...