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You can bring many different scenarios to Model Builder, to generate a machine learning model for your application.Ī scenario is a description of the type of prediction you want to make using your data. This name is applied to the consumption, training, and model files. When you create your mbconfig file, you're prompted for a name.

Model.zip: This is a serialized zip file which represents your trained ML.NET model.

You can use this pipeline for re-training your model.

: This file contains the training pipeline (data transforms, algorithm, algorithm hyperparameters) chosen by Model Builder to train the model.

: This file contains the ModelInput and ModelOutput schemas as well as the Predict function generated for consuming the model.

The mbconfig file keeps track of everything you do in Model Builder to allow you to reopen the session.Īfter training, three files are generated under the *.mbconfig file:

This will create an mbconfig configuration file inside of the project.

When you first start up Model Builder it will ask for you to name the project. Model Builder generates the code to add the model to your. All you need is some data, and a problem to solve. You don't need machine learning expertise to use Model Builder. Model Builder uses automated machine learning (AutoML) to explore different machine learning algorithms and settings to help you find the one that best suits your scenario. Read more about our local policies and Administrative Orders for equal employment opportunity, Disadvantaged Business Enterprise Program, accessible Transit services, and filing a discrimination complaint (Title VI) on Transit.ML.NET Model Builder is an intuitive graphical Visual Studio extension to build, train, and deploy custom machine learning models. Permits for all work within rights-of-way and code enforcement of unpermitted work is also handled by our Public Works division. We manage the County Stormwater Utility for flood and water quality protection and maintain the secondary canal system. We also operate and maintain the Rickenbacker and Venetian Causeways. We build, operate and maintain movable and fixed bridges, swales, roadway surface repairs, guardrails, and along County road rights-of-way. We provide all traffic signals countywide, along with all traffic control signs, street signage and pavement markings and all County and State-owned street lights. We connect people to places by providing a high-quality, safe, reliable, clean, and efficient mass transit system that meets the travel needs of the County's growing population and we provide vital transportation infrastructure systems and services.