BacktestResult(mapping=None, *, ignore_unknown_fields=False, **kwargs)BacktestResult is created to test the performance of a model on a dataset.
Attributes |
|
|---|---|
| Name | Description |
name |
str
Output only. The resource name of the BacktestResult. format: "/projects/{project_num}/locations/{location}/instances/{instance}/backtestResults/{backtest_result}". |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. The timestamp of creation of this resource. |
update_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. The timestamp of the most recent update of this resource. |
labels |
MutableMapping[str, str]
Labels |
state |
google.cloud.financialservices_v1.types.BacktestResult.State
Output only. State of the BacktestResult (creating, active, deleting, etc.) |
dataset |
str
Required. The resource name of the Dataset to backtest on Format: "/projects/{project_num}/locations/{location}/instances/{instance}/datasets/{dataset}". |
model |
str
Required. The resource name of the Model to use or to backtest. Format: "/projects/{project_num}/locations/{location}/instances/{instance}/models/{model}". |
end_time |
google.protobuf.timestamp_pb2.Timestamp
Required. End_time specifies the latest time from which labels are used and from which data is used to generate features for backtesting. End_time should be no later than the end of the date_range of the primary dataset. |
backtest_periods |
int
The number of consecutive months to conduct backtesting for, ending with the last full month prior to the end_time according to the dataset's timezone. |
performance_target |
google.cloud.financialservices_v1.types.BacktestResult.PerformanceTarget
Required. PerformanceTarget gives information on how the test will be evaluated. |
line_of_business |
google.cloud.financialservices_v1.types.LineOfBusiness
Output only. The line of business (Retail/Commercial) this backtest is for. Determined by Model, cannot be set by user. |
Classes
LabelsEntry
LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)The abstract base class for a message.
| Parameters | |
|---|---|
| Name | Description |
kwargs |
dict
Keys and values corresponding to the fields of the message. |
mapping |
Union[dict,
A dictionary or message to be used to determine the values for this message. |
ignore_unknown_fields |
Optional(bool)
If True, do not raise errors for unknown fields. Only applied if |
PerformanceTarget
PerformanceTarget(mapping=None, *, ignore_unknown_fields=False, **kwargs)PerformanceTarget gives hints on how to evaluate the performance of a model.
State
State(value)The possible states of a resource.