Sökning: "Maximum Loss Reduction with Maximum Confidence"

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  1. 1. Labeling Clinical Reports with Active Learning and Topic Modeling

    Master-uppsats, Linköpings universitet/Interaktiva och kognitiva system

    Författare :Simon Lindblad; [2018]
    Nyckelord :active learning; topic modeling; topic models; Maximum Loss Reduction with Maximum Confidence; Binary Version Space Minimization; Clinical Reports;

    Sammanfattning : Supervised machine learning models require a labeled data set of high quality in order to perform well. Available text data often exists in abundance, but it is usually not labeled. Labeling text data is a time consuming process, especially in the case where multiple labels can be assigned to a single text document. LÄS MER