Automated Machine Learning
FREE
By SimpleML
Updated 4 months ago

Automated Machine Learning API Documentation

SimpleML is a fully-automated data science platform that finds the most appropriate machine learning algorithm for your data, optimizes its hyper-parameters using Bayesian Optimization and generates a machine learning model that can be used offline. Generated models can be exported for offline evaluation to different programming languages such as C, Java, Python, Javascript, Ruby and PHP. In addition lightweight models can be generated for Arduino, Raspberry Pi and other microcontrollers.

Learn more about this API
GETTrain a dataset
GETList Training Jobs
GETTraining Job Status
DELETECancel Training Job
GETList Models
GETObtain Model Details
GETDownload Model
DELETEDelete Model
GETTrain a dataset

Train a dataset.

Header Parameters
X-RapidAPI-HostSTRING
REQUIRED
X-RapidAPI-KeySTRING
REQUIRED
Required Parameters
apiKeySTRING
REQUIREDSimpleML API Key. Can be obtained free of charge at simpleml.com.
urlSTRING
REQUIREDURL of the S3 bucket or Web server where the dataset is located.
Optional Parameters
nameSTRING
OPTIONALFriendly name for the model.
descriptionSTRING
OPTIONALDescription of the model.
targetColumnNUMBER
OPTIONALTarget column to predict. Defaults to 1.
columnNamesSTRING
OPTIONALColumn names separated by commas. If not specified they are detected automatically.
columntypesSTRING
OPTIONALColumn types separated by commas. Supported values are 'enum' for categorical values, 'number' for numeric values and 'text' for text content. If not specified, column types are detected automatically.
ignoreColumnsSTRING
OPTIONALColumns to ignore separated by commas.
hasHeadersBOOLEAN
OPTIONALWhether the CSV has headers. If not specified it is auto-detected.
Code Snippet
Install SDK
Response ExampleSchema

Install SDK for (Node.js)Unirest

OAuth2 Authentication
Client ID
Client Secret
OAuth2 Authentication