Label 4 is used for group addressing.
this results in a very skewed class distribution because the next speaker is the intended addressee 41% of the time, and 38% of instances are plural -the L 1 L 2 L 3 35.17% 30.34% 34.49% Table 2: Distribution of addressees for singular you remaining two classes therefore make up a small percentage of the data.