| Technique . | Hyperparameter . | Tested values . |
|---|---|---|
| Gaussian model | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Regularization parameter (|$\beta $|) | 0:0.001:0.01 | |
| PDE | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width parameter (|$\alpha $|) | 0:0.01:0.1 | |
| PCA | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Number of components (|$n_c$|) | 1:1:|$n_{var}$| | |
| MST | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| SVDD | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width of RBF kernel (|$\sigma $|) | 1:0.5:5 |
| Technique . | Hyperparameter . | Tested values . |
|---|---|---|
| Gaussian model | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Regularization parameter (|$\beta $|) | 0:0.001:0.01 | |
| PDE | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width parameter (|$\alpha $|) | 0:0.01:0.1 | |
| PCA | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Number of components (|$n_c$|) | 1:1:|$n_{var}$| | |
| MST | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| SVDD | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width of RBF kernel (|$\sigma $|) | 1:0.5:5 |
| Technique . | Hyperparameter . | Tested values . |
|---|---|---|
| Gaussian model | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Regularization parameter (|$\beta $|) | 0:0.001:0.01 | |
| PDE | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width parameter (|$\alpha $|) | 0:0.01:0.1 | |
| PCA | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Number of components (|$n_c$|) | 1:1:|$n_{var}$| | |
| MST | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| SVDD | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width of RBF kernel (|$\sigma $|) | 1:0.5:5 |
| Technique . | Hyperparameter . | Tested values . |
|---|---|---|
| Gaussian model | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Regularization parameter (|$\beta $|) | 0:0.001:0.01 | |
| PDE | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width parameter (|$\alpha $|) | 0:0.01:0.1 | |
| PCA | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Number of components (|$n_c$|) | 1:1:|$n_{var}$| | |
| MST | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| SVDD | Outliers fraction in the target set (|$\varTheta $|) | 0:5:20 |
| Width of RBF kernel (|$\sigma $|) | 1:0.5:5 |
This PDF is available to Subscribers Only
View Article Abstract & Purchase OptionsFor full access to this pdf, sign in to an existing account, or purchase an annual subscription.
