• Amazon: 8,000 product reviews over four different sub-collections (books, DVDs, electronics and kitchen appliances) classified as positive or negative -split into 1,600 for training and 400 for test each (Blitzer et al., 2007).
we believe new kernels that support a very high number of unique node labels could yield even better performances.