Table 8 Area Under the Receiver Operating Characteristic Curve (AUC ROC) for polarity classification on the out-of-domain datasets
From: LEIA: Linguistic Embeddings for the Identification of Affect
| Â | enISEAR | Universal Joy | GoEmotions | TEC | SemEval |
|---|---|---|---|---|---|
LIWC | 0.829 [0.810,0.852] | 0.680 [0.650,0.721] | 0.826 [0.814,0.842] | 0.677 [0.661,0.692] | 0.881 [0.868,0.892] |
VADER | 0.852 [0.829,0.875] | 0.678 [0.637,0.725] | 0.880 [0.875,0.885] | 0.651 [0.633,0.664] | 0.905 [0.898,0.911] |
LEIA-base | 0.983 [0.975,0.988] | 0.883 [0.856,0.912] | 0.820 [0.806,0.832] | 0.684 [0.674,0.701] | 0.920 [0.911,0.931] |
LEIA-large | 0.989 [0.986,0.992] | 0.861 [0.834,0.883] | 0.817 [0.798,0.835] | 0.641 [0.626,0.652] | 0.894 [0.885,0.904] |