AutoMLAdmin Scope

Zia AutoML enables you to train models and analyze a set of training data to predict the outcome of a subset of that data. You can build and train Binary Classification, Multi-Class Classification, and Regression Models, and obtain insightful evaluation reports.

You can use the automl() SDK method to pass inputs for a model’s columns and values to test it, by providing the model ID of the model. It returns the prediction of the values of a target column.

The zia reference used in the code snippets below is the component instance created to perform these operations. The promise returned here is resolved to a JSON object.

const result = await zia.automl(modelId, {
  "column_1": "column1_value",
  "column_2": "column2_value",
  "column_3": "column3_value",
  "column_4": "column4_value",
  "column_5": "column5_value"
});
console.log(result);

Example of Expected Response

A sample response that you will receive is shown below.

{
  "classification_result": {
    "Dollars": 0,
    "Percentage": 80,
    "Dollars (millions)": 20
  }
}