Figure 6
From: Combining deep learning with token selection for patient phenotyping from electronic health records
Frequency filtering of tokens. F-score and AUROC for the ten disorders in dependence on high-frequency tokens. Tokens were removed according to their occurrence frequency (from low to high). The upper x-axis give the frequency threshold θ while the lower x-axis shows the percentage of remaining tokens.
