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. 2022 Apr 5;5:863100. doi: 10.3389/fdata.2022.863100

Table 8.

Ensemble vs. baseline performance (Threshold p = 80%, no. test samples = 4,071).

Model Test Bal. Acc. Test F1 Test Recall
Random Batching Ensemble 0.91 0.56 0.84
Subreddit Batching Ensemble 0.93 0.34 0.95
Baseline 1: Unbalanced LR 0.75 0.49 0.50
Baseline 2: Random Undersampling LR 0.90 0.33 0.91