Table 2 Accuracy statistics of three predictive models to classify training data set (n = 750)
From: Cancers missed, women dismissed yet persist: natural language processing of online forums
Support vector machine | Random forest | Decision tree | |
|---|---|---|---|
Accuracy statistic | % | % | % |
Recall | 78.4 | 63.2 | 76.8 |
Precision | 80.5 | 84.8 | 76.6 |
F-measure | 79.3 | 72.2 | 76.6 |
Accuracy | 85.4 | 80.1 | 82.9 |