Blar i Faculty of Chemistry, Biotechnology and Food Science (KBM) på forfatter "Kathrine Frey Frøslie"
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Maximum Entropy COICOP Classification using Entity Forest
Bauer-Nilsen, Louise Risholm (Master thesis, 2023)This thesis proposes a generative approach to COICOP classification using entity resolution and maximum entropy classification as a formal framework. The current limitations in COICOP classification are related to the ... -
Navigating Model Drift: A Case Study on Classifying Occupations Using Textual Data
Jentoft, Susannah Lucy (Master thesis, 2023)Data underlying any machine learning model is prone to change over time in a process called model drift. The extent of change and effect on the model performance should be monitored in production settings to avoid decreasing ...