Classifying Constructive Commentsfootnote footnote Paper accepted for publication in First Monday. Draft version: July 24, 2020.
Table 5: Comparison with Kolhatkar17b. The F1 column shows the F1 score on SOCC-a (size = 1,035) with a linear SVM.
['[BOLD] Train dataset', '[BOLD] Size', '[BOLD] F1']
The previous best performance on the SOCC-a dataset was achieved by Kolhatkar17b who trained a linear SVM on a combination of data from the NYT and YNACC * datasets and achieved an F1-score of 0.84.