sentence1: each essay was represented through the sets of features described below , using term frequency and the liblinear scikit-learn implementation of support vector machines with ovr , one vs .
sentence2: we used term frequency weighting scheme and the liblinear scikit-learn implementation of support vector machines with ovr , one vs .