BigML

With the BigML modules in Boost.space Integrator you can:

Create, update, list, retrieve, and delete the anomaly scores
Create, update, list, retrieve, and delete the centroids
Create, update, list, retrieve, and delete the predictions
Create, update, list, retrieve, and delete the topic distributions
Watch and retrieve the resources

To get started with BigML, create an account at bigml.com/accounts/register/.

The module dialog fields that are displayed in bold (in the Boost.space Integrator scenario, not in this documentation article) are mandatory!

Connect BigML to Boost.space Integrator

To connect your BigML account to Boost.space Integrator you need to obtain the API Key from your BigML account and insert it in the Create a connection dialog in the Integromat module.

Log in to your BigML account.
Click your username > API Key or go to the API Key link and copy the API key to your clipboard.
Log in to your Boost.space Integrator account and add a module from the BigML app into a Boost.space Integrator scenario.
Click Add next to the Connection field.
In the Connection name field, enter a name for the connection.
In the Username field, enter your BigML account’s username.
In the API Key field, enter the API Key copied in step 2, and click Continue.

You have successfully established the connection and can now create scenarios.

Anomaly Scores

You can create, update, list, retrieve, and delete the anomaly scores using the following modules.

List Anomaly Scores

Lists all anomaly scores.

Connection

Establish a connection to your BigML account.

Limit

Set the maximum number of anomaly scores Boost.space Integrator will return during one execution cycle.

Get an Anomaly Score

Gets a specified anomaly score.

Connection

Establish a connection to your BigML account.

Resource

Select or map the anomaly score resource whose details you want to retrieve.

Create an Anomaly Score

Calculates the anomaly score of a data instance.

Connection

Establish a connection to your BigML account.

Limit

Set the maximum number of anomaly scores Boost.space Integrator will return during one execution cycle.

Update an Anomaly Score

Updates an existing anomaly score.

Connection

Establish a connection to your BigML account.

Resource

Select or map the anomaly score resource whose details you want to update.

Name

Enter (map) a new name for the anomaly score.

Description

Enter (map) the anomaly score details.

Project

Select or map the project to which the anomaly score belongs.

Category

Select or map the category applicable to the anomaly score.

Tags

Add a list of keywords that help classify and index the anomaly score.

Delete an Anomaly Score

Deletes a specified anomaly score.

Connection

Establish a connection to your BigML account.

Resource

Select or map the anomaly core resource you want to delete.

Centroids

You can create, update, list, retrieve and delete the centroids using the following modules.

List Centroids

Lists all centroids.

Connection

Establish a connection to your BigML account.

Limit

Set the maximum number of centroids Boost.space Integrator will return during one execution cycle. The default value is 10.

Get a Centroid

Gets a specified centroid.

Connection

Establish a connection to your BigML account.

Resource

Select or map the centroid resource whose details you want to retrieve.

Create a Centroid

Finds out the closest cluster to your data instance.

Connection

Establish a connection to your BigML account.

Name

Enter (map) the centroid name.

Category

Select or map the category applicable to the centroid.

Description

Enter (map) the centroid details.

Project

Select or map the project to which the centroid belongs.

Tags

Enter (map) the tags that will help classify and index the centroid.

Do you want to attach webhook?

Select whether you want to attach a webhook to the centroid.

Update a Centroid

Updates an existing centroid.

Connection

Establish a connection to your BigML account.

Resource

Select or map the centroid resource whose details you want to update.

Name

Enter (map) a new centroid name.

Category

Select or map the category applicable to the centroid.

Description

Enter (map) the new centroid description.

Project

Select or map the project to which the centroid belongs.

Tags

Enter (map) the tags that will help classify and index the centroid.

Delete a Centroid

Deletes a specified centroid.

Connection

Establish a connection to your BigML account.

Resource

Select or map the centroid resource you want to delete.

Topic Distributions

You can create, update, list, retrieve, and delete the topic distributions using the following modules.

List Topic Distributions

Lists all topic distributions.

Connection

Establish a connection to your BigML account.

Limit

Set the maximum number of topic distributions Boost.space Integrator will return during one execution cycle. The default value is 10.

Get a Topic Distribution

Gets a specified topic distribution.

Connection

Establish a connection to your BigML account.

Resource

Select or map the resource whose topic distribution details you want to retrieve.

Create a Topic Distribution

Calculates all topic probabilities for a given document.

Connection

Establish a connection to your BigML account.

Topic Model

Select or map the topic model to create the topic distribution.

Name

Enter (map) the topic distribution name.

Description

Enter (map) the details of the topic distribution.

Project

Select or map the project to which the topic distribution belongs.

Category

Select or map the category applicable to the topic distribution.

Tags

Enter (map) the tags that help classify and index the topic distribution.

Do you want to attach webhook?

Select whether to attach the webhook to the topic distribution.

Update a Topic Distribution

Updates an existing topic distribution.

Connection

Establish a connection to your BigML account.

Resource

Select or map a resource whose topic distribution details you want to update.

Name

Enter (map) a new topic distribution name.

Description

Enter (map) the topic distribution details.

Project

Select or map the project to which the topic distribution belongs.

Category

Select or map the category applicable to the topic distribution.

Tags

Enter (map) the tags that help classify and index the topic distribution.

Delete a Topic Distribution

Deletes a specified topic distribution.

Connection

Establish a connection to your BigML account.

Resource

Select or map the resource whose topic distribution you want to delete.

Predictions

You can create, update, list, retrieve, and delete the prediction using the following modules.

List Predictions

Lists all predictions.

Connection

Establish a connection to your BigML account.

Limit

Set the maximum number of predictions Boost.space Integrator will return during one execution cycle. The default value is 10.

Get a Prediction

Gets a specified prediction.

Connection

Establish a connection to your BigML account.

Resource

Select or map the prediction resource whose details you want to retrieve.

Create a Prediction

Creates a prediction using a model, logistic regression, deepnets, etc.,

Connection

Establish a connection to your BigML account.

Create a Prediction Using

Select the option for creating the prediction:

Model
Logistic regression
Deepnet
Ensemble
Fusion
Linear regression

Name

Enter (map) the prediction name.

Description

Enter (map) the prediction details.

Project

Select or map the project to which the prediction belongs.

Category

Select or map the category applicable to the prediction.

Tags

Enter (map) the tags that help classify and index the prediction.

Do you want to attach webhook?

Select whether to attach the webhook to prediction.

Update a Prediction

Updates an existing prediction.

Connection

Establish a connection to your BigML account.

Resource

Select or map the prediction resource whose details you want to update.

Name

Enter (map) a new prediction name.

Description

Enter (map) the prediction details.

Project

Select or map the project to which the prediction belongs.

Category

Select or map the category applicable to the prediction.

Tags

Enter (map) the tags that help classify and index the prediction.

Delete a Prediction

Deletes a specified prediction.

Connection

Establish a connection to your BigML account.

Resource

Select or map the prediction resource you want to delete.

Resources

You can watch and retrieve the resources with the following modules.

Watch Resources

Triggers when a new resource is created.

Connection

Establish a connection to your BigML account.

Resource Type

Select or map the resource type you want to watch.

Limit

Set the maximum number of resources Boost.space Integrator will return during one execution cycle. The default value is 10.

Get a Resource

Gets a resource.

Connection

Establish a connection to your BigML account.

What to search

Select or map an option to search the resources:

Project
External Connector
Source
Dataset
Sample
Correlation
Statistical Test
Configuration
Composite

Resource ID

Select or map the resource ID whose details you want to retrieve a resource.

Other

Call any API using the following module.

Make an API Call

Performs an arbitrary authorized API call.

Connection

Establish a connection to your BigML account.

URL

Enter a path relative to https://bigml.io For example, /andromeda/deepnet

For the list of available endpoints, refer to the Big ML API Documentation.

Method

Select the HTTP method you want to use:

GET

to retrieve information for an entry.

POST

to create a new entry.

PUT

to update/replace an existing entry.

PATCH

to make a partial entry update.

DELETE

to delete an entry.

Headers

Enter the desired request headers. You don’t have to add authorization headers; we already did that for you.

Query String

Enter the request query string.

Body

Enter the body content for your API call.

Example of Use – List Projects

The following API call returns all the projects from your Big ML account:

URL:

/andromeda/projects

Method:

GET

Matches of the search can be found in the module’s Output under Bundle > Body > objects.

In our example, 2 projects were returned:

Legacy article, imported from the original Boost.space knowledge base (/knowledge-base/applications/it-and-development/bigml/).

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