Evaluating outlier and novelty detection algorithm performance for the task of detecting bots. Based on data previously collected, various models are tried:

1. Novelty detection using one class SVM
2. Outlier detection using Isolation forest
3. Outlier detection using local outlier factor
4. Outlier detection using Multivariate Gaussian method.