create_experiment {previsionio}

Create a new experiment. If check_if_exist is enabled, the function will check if an experiment with the same name already exists. If yes, it will return a message and the information of the existing experiment instead of creating a new one.

Description

Create a new experiment. If check_if_exist is enabled, the function will check if an experiment with the same name already exists. If yes, it will return a message and the information of the existing experiment instead of creating a new one.

Usage

create_experiment(
  project_id,
  name,
  provider,
  data_type,
  training_type,
  check_if_exist = FALSE
)

Arguments

project_id

id of the project in which we create the experiment.

name

name of the experiment.

provider

provider of the experiment ("prevision-auto-ml" or "external")

data_type

type of data ("tabular", "images" or "timeseries").

training_type

type of the training you want to achieve ("regression", "classification", "multiclassification", "clustering", "object-detection" or "text-similarity").

check_if_exist

boolean (FALSE by default). If TRUE, makes extra checks to see if an experiment with the same name is already existing.

Value

list - experiment information.