EasyTSAD.Summary
Summary()
plot_aggreY(types, datasets, methods, training_schema)
Plots aggregated anomaly scores for the specified types, datasets, methods, and training schema.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
types |
str
|
Types of the data. |
required |
datasets |
list
|
List of dataset names. |
required |
methods |
list
|
List of method names. |
required |
training_schema |
str
|
Training schema name. |
required |
Returns:
| Type | Description |
|---|---|
|
None |
to_csv(datasets, methods, training_schema, eval_items)
Generates a CSV file based on the provided datasets, methods, training schema, and evaluation items.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
datasets |
list
|
List of dataset names. |
required |
methods |
list
|
List of method names. |
required |
training_schema |
str
|
Training schema name. |
required |
eval_items |
list
|
List of evaluation items, where each item is a list containing the path to the final value in Eval JSONs, e.g. [ ["event-based f1 under pa with mode log", "f1"], ["best f1 under pa", "f1"] ] |
required |
Returns:
| Type | Description |
|---|---|
|
None |
Raises:
| Type | Description |
|---|---|
FileNotFoundError
|
If the JSON file for a specific method, dataset, and training schema does not exist. |