Requires authorization
Submit input and request an output against a hosted model. Try it now .
Request
HTTP request
POST https://www.googleapis.com/prediction/v1.5/hostedmodels/hostedModelName/predict
Parameters
Parameter name | Value | Description |
---|---|---|
Required parameters | ||
hostedModelName
|
string
|
The name of a hosted model. |
Authorization
This request requires authorization with at least one of the following scopes ( read more about authentication and authorization ).
Scope |
---|
https://www.googleapis.com/auth/prediction
|
Request body
In the request body, supply data with the following structure:
{ "input": { "csvInstance": [ (value) ] } }
Property name | Value | Description | Notes |
---|---|---|---|
input
|
object
|
Input to the model for a prediction | |
input.
csvInstance[]
|
list
|
A list of input features, these can be strings or doubles. |
Response
If successful, this method returns a response body with the following structure:
{ "kind": "prediction#output", "id": string, "selfLink": string, "outputLabel": string, "outputMulti": [ { "label": string, "score": double } ], "outputValue": double }
Property name | Value | Description | Notes |
---|---|---|---|
kind
|
string
|
What kind of resource this is. | |
id
|
string
|
The unique name for the predictive model. | |
selfLink
|
string
|
A URL to re-request this resource. | |
outputLabel
|
string
|
[Categorical models only] The most likely class label. | |
outputMulti[]
|
list
|
[Categorical models only] A list of class labels with their estimated probabilities. | |
outputMulti[].
label
|
string
|
The class label. | |
outputMulti[].
score
|
double
|
A score for this class label. A few notes on the scores:
|
|
outputValue
|
double
|
[Regression models only] The estimated regression value. |
Try it!
Use the APIs Explorer below to call this method on live data and see the response. Alternatively, try the standalone Explorer .