Goal

With this functionality, you will be able to select the attributes of an Entity (or make an SQL query on one or several entities) and create and train a learning model, which will allow you to predict another attribute.

Besides, these models can be APIfied through the API Manager

How it works on the Platform

There is a new feature, “My AutoML Predictors”:

Open

in which you can see my Predictors and the state in which they are:

Open

You can also create a Predictor on an Entity, selecting the input attributes to the model of an ontology or a SQL query on one or several Entities, and selecting the field to be predicted:

you can see how the model is being trained:

and at the end you will see the selected model among the tested ones and its accuracy:

y al concluir veré el modelo seleccionado entre los probados y su accuracy:

If you click on the detail, you can see more information:

And you will now be able to query the predictions, for example from the QueryTool:

SELECT * FROM iris_predictor2 where when_data='{"sepal_length":5.1, "sepal_width":3.5, "petal_length": 1.4, "petal_width":0.2}'