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Table 9 Result for the cardiovascular and skin-specific models on in- and out-of-domain test data sets compared to the model trained on all of the data

From: Classifying patient and professional voice in social media health posts

Model Other: F1 Patient voice: F1 Prof. Voice: F1 Macro F1 Acc. Test
Cardio 0.94 0.87 0.37 0.73 0.91 Cardio:
Skin 0.88 0.73 0.06 0.56 0.83 2791
All 0.93 0.86 0.21 0.67 0.90  
Cardio 0.69 0.63 0.07 0.46 0.66 Skin:
Skin 0.71 0.82 0.34 0.62 0.77 3083
All 0.73 0.83 0.16 0.57 0.76  
  1. We report F1 scores per label, macro-average F1 and accuracy across all three labels as well as the size of the test set
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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