Never send a human to do a machine’s job. | Our first formulation of the prediction task uses a standard bag-of-words model“). |
Never send a human to do a machine’s job. | If there were no information in the textual content of a quote to determine whether it were memorable, then an SVM employing bag-of-words features should perform no better than chance. |
Never send a human to do a machine’s job. | Even a relatively small number of distinctiveness features, on their own, improve significantly over the much larger bag-of-words model. |