Update project/README.md

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![](/project/svm/conf_matrix_svm_train_more_features.png)  |  ![](/project/svm/conf_matrix_svm_dev_more_features.png)

#### Learning Curve on 6 Features

![](/project/svm/learning_curve_svm_f6.png)

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Unfortunately, the SVM confusion matrix doesn't stray far from previous confusion matrices. Due to using the RBF kernel, it is not possible to have a feature importance plot. Therefore let's skip to the learning curve:

#### Learning Curve on 6 Features

![](/project/svm/learning_curve_svm_f6.png)

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![](/project/svm/learning_curve_svm.png)

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The final results on our test set:

|                 |   precision |   recall |   f1-score |     support |