REST Resource: projects.locations.instances.backtestResults

Resource: BacktestResult

BacktestResult is created to test the performance of a model on a dataset.

JSON representation
{
  "name": string,
  "createTime": string,
  "updateTime": string,
  "labels": {
    string: string,
    ...
  },
  "state": enum (State),
  "dataset": string,
  "model": string,
  "endTime": string,
  "backtestPeriods": integer,
  "performanceTarget": {
    object (PerformanceTarget)
  },
  "lineOfBusiness": enum (LineOfBusiness)
}
Fields
name

string

Output only. The resource name of the BacktestResult. format: "/projects/{project_num}/locations/{location}/instances/{instance}/backtestResults/{backtestResult}"

createTime

string (Timestamp format)

Output only. The timestamp of creation of this resource.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

updateTime

string (Timestamp format)

Output only. The timestamp of the most recent update of this resource.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

labels

map (key: string, value: string)

Labels

An object containing a list of "key": value pairs. Example: { "name": "wrench", "mass": "1.3kg", "count": "3" }.

state

enum (State)

Output only. State of the BacktestResult (creating, active, deleting, etc.)

dataset

string

Required. The resource name of the Dataset to backtest on Format: "/projects/{project_num}/locations/{location}/instances/{instance}/datasets/{dataset}"

model

string

Required. The resource name of the Model to use to use to backtest. Format: "/projects/{project_num}/locations/{location}/instances/{instance}/models/{model}"

endTime

string (Timestamp format)

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 dateRange of the primary dataset.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

backtestPeriods

integer

The number of consecutive months to conduct backtesting for, ending with the last full month prior to the endTime according to the dataset's timezone.

performanceTarget

object (PerformanceTarget)

Required. PerformanceTarget gives information on how the test will be evaluated.

lineOfBusiness

enum (LineOfBusiness)

Output only. The line of business (Retail/Commercial) this backtest is for. Determined by Model, cannot be set by user.

State

The possible states of a resource.

Enums
STATE_UNSPECIFIED State is unspecified, should not occur.
CREATING The resource has not finished being created.
ACTIVE The resource is active/ready to be used.
UPDATING The resource is in the process of being updated.
DELETING The resource is in the process of being deleted.

PerformanceTarget

PerformanceTarget gives hints on how to evaluate the performance of a model.

JSON representation
{
  "partyInvestigationsPerPeriodHint": string
}
Fields
partyInvestigationsPerPeriodHint

string (int64 format)

Required. This value gives the tuner a hint on the number of investigations that will be performed on this data per period (currently month). This is used to control how the model is evaluated.

Methods

create

Create a BacktestResult.

delete

Deletes a BacktestResult.

exportMetadata

Export governance information for BacktestResult resource.

get

Gets a BacktestResult.

list

List BacktestResults.

patch

Updates the parameters of a single BacktestResult.