Blar i NTNU Handelshøyskolen på forfatter "Scheel, Ida"
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Locally interpretable tree boosting: An application to house price prediction
Hjort, Anders Dahl; Scheel, Ida; Sommervoll, Dag Einar; Pensar, Johan (Journal article; Peer reviewed, 2023) -
Locally interpretable tree boosting: An application to house price prediction
Hjort, Anders Dahl; Scheel, Ida; Sommervoll, Dag Einar; Pensar, Johan (Peer reviewed; Journal article, 2023)We introduce Locally Interpretable Tree Boosting (LitBoost), a tree boosting model tailored to applications where the data comes from several heterogeneous yet known groups with a limited number of observations per group. ...