Posted by We had a great turnout for Tuesday’s webinar that detailed BigML’s Winter 2014 Release. In the webinar, BigML’s CIO Poul Petersen used loan data from Prosper (a peer-to-peer lending site) to assess risk for prospective loan applicants.
Some of the key features that were highlighted in the webinar include:
- Dataset filtering
- Dataset sampling
- How (and why) to use weights to balance models
- How to adjust the node threshold (i.e., the depth) in BigML’s decision trees
- How to add new fields to a dataset
- K-threshold ensembles
- Batch predictions
Check it out for yourself here and stay tuned for details on our next webinar, which will focus on Programmatic Machine Learning via BigML’s API!
The Official Blog of BigML.com 