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What is Interactive Machine Learning?

Machine learning with a human in the learning loop, observing the result of learning and providing input meant to improve the learning outcome. [1]

Lets look at a real-estate pricing model..

Using the crime rates and property size, we have designed a model that predicts the market value of a property.

Influence the model using your human wisdom..

Move around the data points by dragging them to re-train the model to suit your understanding of the real-estate market.

Use the 'Predict' button to check the model against your expectations.

Keep adjusting the model, until it behaves per your expectations.

Got it!

Credits

Designed and developed by Akash Shetye. © Akash Shetye 2017.

Crane vector created by Iconicbestiary - Freepik.com

App state managed using Redux. Visualization made possible using D3.js. Machine Learning platform : BigML.com. Hosted on Heroku. Material design CSS by Materialize CSS.

Index Crime - Color Rooms - X Axis Median Value - Y Axis