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Beautiful Decisions: Inside BigML’s Decision Trees
Decision trees are a very straightforward machine learning model, and visualizing generic tree structures is a fairly well established technique. However, decision trees can become very large,...
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Data is the New Gold, but You’ll Have to Dig for It
Neelie Kroes is Vice-President of the European Commission, responsible for the “Digital Agenda” for the European union. When she announced the EU’s Open Data Strategy she opened with “Data is the New...
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A New Way to Visualize Decision Trees
If you’ve built decision trees with BigML or explored our gallery, then you should be familiar with our tree visualizations. They’re a classic and intuitive way to view trees. The root is at the top,...
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Share the SunBurst!
When BigML first launched the SunBurst visualization for decision trees, I was amazed at what a big improvement it was over the traditional decision tree viz. Instead of showing each node as the same...
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How BigML Finds Important Variables in Wide Datasets
This blog post is based on a talk I gave at the Dare2Data conference in Madrid. I recently found a fascinating sociology survey with more than 39,000 responses to almost 400 questions. The survey,...
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Logistic Regression versus Decision Trees
The question of which model type to apply to a Machine Learning task can be a daunting one given the immense number of algorithms available in the literature. It can be difficult to compare the...
View ArticleImproving the Performance of your Models with Fusions!
BigML’s new release is here! Join us on Thursday, July 12, 2018, at 10:00 AM PDT (Portland, Oregon. GMT -07:00) / 07:00 PM CEST (Valencia, Spain. GMT +02:00) for a FREE live webinar to find out the...
View ArticleBuilding Information Modeling (BIM): Machine Learning for the Construction...
This guest post is originally authored by David Martínez, CEO at Ibim Building Twice S.L. and Pedro Núñez, I+D+I Manager at Ibim. Building Information Modeling (BIM) is revolutionizing the construction...
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