Requires authorization
Submit input and request an output against a hosted model. Try it now .
Request
HTTP request
POST https://www.googleapis.com/prediction/v1.6/projects/project/hostedmodels/hostedModelName/predict
Parameters
| Parameter name | Value | Description |
|---|---|---|
| Required parameters | ||
hostedModelName
|
string
|
The name of a hosted model. |
project
|
string
|
The project associated with the 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": string
}
],
"outputValue": double
}
| Property name | Value | Description | Notes |
|---|---|---|---|
kind
|
string
|
What kind of resource this is - "
prediction#output
".
|
|
id
|
string
|
The unique name for the predictive model. | |
selfLink
|
string
|
A URL to re-request this resource. | |
outputLabel
|
string
|
The most likely class label (Categorical models only). | |
outputMulti[]
|
list
|
A list of class labels with their estimated probabilities (Categorical models only). | |
outputMulti[].
label
|
string
|
The class label. | |
outputMulti[].
score
|
string
|
The probability of the class label. | |
outputValue
|
double
|
The estimated regression value (Regression models only). |
Try it!
Use the APIs Explorer below to call this method on live data and see the response. Alternatively, try the standalone Explorer .