Approach to Sentence-Level Dialect Identification | For both sets of experiments, we apply 10-fold cross validation on the training data. |
Experiments | Table 2: Performance Accuracies of the different configurations of the 8M LM (best-performing LM size) using 10-fold cross validation against the different baselines. |
Introduction | The presented system outperforms the approach presented by Zaidan and Callison-Burch (2011) on the same dataset using 10-fold cross validation . |
Conclusions | Table 6: F1 scores for the 10-fold cross validation of the SVMs with RBF kernel on all datasets using NGRAM features |
Evaluation and Discussion | The results have been obtained by 10-fold cross validation on 2,000 documents per flaw. |
Experiments | The performance has been evaluated with 10-fold cross validation on 2,000 documents split equally into positive and negative instances. |