sentence1: we trained a support vector machine with rbf kernel per temporal span using scikit-learn and tuned svm parameters using 5-fold crossvalidation with the training set .
sentence2: simulating the approach reported by , we trained a support vector machine for regression with rbf kernel using scikit-learn with the set of features .