AutoRegression II (AUTO_R_2)
Building a AutoRegression Wizard model
Sample Request
{
"project_id": 1,
"parent_id": 7,
"block_id": 8,
"function_code": "AUTO_R_1",
"args": {
"model_name": "AutoRegression",
"prediction_type": "regression",
"target": "amount"
}
}
AutoRegression
POST
https://autogon.ai/api/v1/engine/start
Request Body
project_id*
int
The id
of the current project
block_id*
int
The id
of the current block
function_code*
string
The function code for current block
parent_id*
int
The id
of the previous block
args*
object
Block arguments
model_name*
String
Name of the model to be used for prediction. Defaults to WizardModel.
prediction_type*
String
the preferred prediction type (classification or regression)
target*
String
a column from the original dataset
{
"status": "true",
"message": {
"id": 8,
"project": 1,
"block_id": 8,
"parent_id": 7,
"dataset_url": "",
"x_value_url": "",
"y_value_url": "",
"x_train_url": "",
"y_train_url": "",
"x_test_url": "",
"y_test_url": "",
"output": "{\"ClassicModel\": {\"function_code\": \"ML_R_3\", \"model_url\": ""}}"
}
}
Prediction with AutoRegression
Make predictions with the pre-built model passing an optional test data.
{
"project_id": 1,
"parent_id": 8,
"block_id": 9,
"function_code": "AUTO_R_2_P",
"args": {
"model_name": "AutoRegression"
"test_data": "",
}
}
AutoRegression Predict
POST
https://autogon.ai/api/v1/engine/start
Request Body
model_name*
String
Name of previously trained model to be used for prediction. Defaults to StudioWizrd
test_data
String
Input data for prediction. Defaults to x_test_url
in StateManagment
project_id*
int
ID of the current project
block_id*
int
ID of the current block
parent_id*
int
ID of the previous block
function_code*
String
Function code for the current block
{
"status": "true",
"message": {
"id": 9,
"project": 1,
"block_id": 9,
"parent_id": 8,
"dataset_url": "",
"x_value_url": "",
"y_value_url": "",
"x_train_url": "",
"y_train_url": "",
"x_test_url": "",
"y_test_url": "",
"output": "{\"y_pred_url\": ""}"
}
}
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