| Model | Hyperparameter | Value |
| LOF | Distance function (k) | 10, Minkowski distance | PCI | | 30, 98.5 | LSTM | Filters, optimisers, architecture, loss, batch size, and epochs | 4 ∗ 4, Adam, 2-state full LSTM layer, MSE, 32, 50 | OC-SVM | Upper bound of outliers, kernel | Radial basis function kernel (RBF), 0.7 | Autoencoder | Architecture, activation functions, optimiser, loss, batch size, and epochs | Decoding layers (16, 32), encoding layers (32, 16), linear for output, ReLU for encoding and decoding, MSE, Adam, 32, 50 |
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