Create, Train, and Deploy a Model

Starts training a new Machine Learning model.

The REST API playground can currently only be used with MindsDB running locally at http://127.0.0.1:47334. Support for MindsDB Cloud is in progress. In the meantime, check out our SQL example for how to use the REST API with MindsDB Cloud.

Path Parameters

projectName

string

required

The name of the project

Body

application/json

query

string

The SQL CREATE MODEL statement used to train this model. See the CREATE MODEL statement

Response

200 - application/json

name

string

accuracy

number

Accuracy of trained model between 0 and 1

active

boolean

Whether or not this model is currently the active version

version

number

Version of this model

status

string

Current status of this model (generating | creating | complete | error)

predict

string

Column name that this model predicts

mindsdb_version

string

MindsDB version associated with this model

error

string

Error encountered during training, if applicable

fetch_data_query

string

SQL query used to fetch training data for this model

created_at

string

Time model was created at in YYYY-MM-DD HH:MM:SS format (trained models only)

training_time

string

How long training this model took in HH:MM:SS format (trained models only)

update

string

Set to "available" when a new version of MindsDB is available that makes the model obsolete, or when new data is available in the data that was used to train the model (trained models only).