Get your training and test sets in just one click
Testing or evaluating a predictive model involves using the model to generate predictions for a test set and then computing a
A SunBurst of Insight
This is a guest post by David Gerster (@gerster), a data scientist and investor in BigML. I work at a consumer
Alternative Keys: Fine-grained, REST API Access to Your Machine Learning Resources
Accessing BigML via our REST API is easy, requiring only a username and an API Key. Every account registered with
1-click Random Decision Forests
One of the pitfalls of machine learning is that creating a single predictive model has the potential to overfit your data.
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.
The Three Cardinal Virtues of Ensemble Learning
Ensemble algorithms. Why do they work? It seems like kind of a crazy idea: Let’s take our original learning problem,
Big Data Meets Livestock
In the video below we profile Tex Hardcattle and Brand McRopinride, a pair of BigML users with a really interesting
Big MiLestones
We’re going to take a momentary departure from our typical blog and reflect on some progress that we’ve made to
3 Machine Learning Mistakes I Made (Often)
As a novice in this machine learning field, I managed to make a lot of mistakes. But I was fortunate
Bedtime For Boosting
We here at BigML are big fans of ensemble algorithms (and Ronald Reagan movies). Using them, a simple model like
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