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End-User Feature Labeling via Locally Weighted Logistic Regression

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Figure

Figure 1: Average Macro-F1 after adding oracle feature labels on (left) 20 Newsgroups, (middle) Modapte, and (right) RCV1
Figure 2: Average macro-F1 scores for incorporating end user feature labels to the 20 Newsgroups dataset: (Left)  incorporating 8 oracle feature labels per class, incorporating end-user feature labels only for existing features (Center) and for all end-use

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