\begin{tabular}{|l|l|l| }
\hline
Method                  & F1 score & Rank \\ \hline
Ensemble Extra Tree     & 0.9364 & 1\\
Linear SVC              & 0.9321 & 2\\
Random Forest           & 0.9297 & 3\\
BaggingClassifier       & 0.9285 & 4\\
Gradient Boosting       & 0.9260 & 5\\
AdaBoost                & 0.9259 & 6\\
Neural Net              & 0.9189 & 7\\
Decision Tree           & 0.9177 & 8\\
Extra Tree              & 0.8970 & 9\\
Multinomial Naive Bayes & 0.8750 & 10\\
Bernoulli Naive Bayes   & 0.8716 & 11\\
K-Neighbors             & 0.8329 & 12\\
RBF SVC                 & 0.7725 & 13\\
Average & 0.8972 & 0.9266 & \\
\hline
\end{tabular}