Trained models are models that you train and are owned by a project.
For a list of methods for this resource, see the end of this page.
Resource representations
{
"kind": "prediction#training",
"id": string,
"selfLink": string,
"created": datetime,
"trainingComplete": datetime,
"modelInfo": {
"numberInstances": long,
"modelType": string,
"numberLabels": long,
"classificationAccuracy": string,
"classWeightedAccuracy": string,
"meanSquaredError": string
},
"trainingStatus": string
}
| Property name | Value | Description | Notes |
|---|---|---|---|
kind
|
string
|
What kind of resource this is - "
prediction#training
".
|
|
id
|
string
|
The unique name for the predictive model. | |
selfLink
|
string
|
A URL to re-request this resource. | |
created
|
datetime
|
Insert time of the model (as a RFC 3339 timestamp). | |
trainingComplete
|
datetime
|
Training completion time (as a RFC 3339 timestamp). | |
modelInfo
|
object
|
Model metadata. | |
modelInfo.
numberInstances
|
long
|
Number of valid data instances used in the trained model. | |
modelInfo.
modelType
|
string
|
Type of predictive model (CLASSIFICATION or REGRESSION). | |
modelInfo.
numberLabels
|
long
|
Number of class labels in the trained model (CLASSIFICATION models only). | |
modelInfo.
classificationAccuracy
|
string
|
A number between 0.0 and 1.0, where 1.0 is 100% accurate. This is an estimate, based on the amount and quality of the training data, of the estimated prediction accuracy. You can use this is a guide to decide whether the results are accurate enough for your needs. This estimate will be more reliable if your real input data is similar to your training data (CLASSIFICATION models only). | |
modelInfo.
classWeightedAccuracy
|
string
|
Estimated accuracy of model taking utility weights into account (CLASSIFICATION models only). | |
modelInfo.
meanSquaredError
|
string
|
An estimated mean squared error. The can be used to measure the quality of the predicted model (REGRESSION models only). | |
trainingStatus
|
string
|
The current status of the training job. This can be one of following:
|