Understanding Car-Speak:Replacing Humans in Dealerships
Table 2. Evaluation metrics for all classifiers.
['[EMPTY]', '[BOLD] KNN', '[BOLD] RF', '[BOLD] SVM', '[BOLD] MLP']
In order to evaluate our classifiers, we perform 4-fold cross validation on a shuffled data set. The KNN classifier seem to perform the best across all four metrics. This is probably due to the multi-class nature of the data set.