Case Studies
IoT & Mobile
Problem:
Video infrastructure client needs very small models for mobile devices
The Data:
16K instances; 107 features; 2 classes
Result:
Both Brainome and sklearn produce models that achieve 85% accuracy but Brainome’s model is 100 Kilobytes in size whereas the sklearn model is 20 Megabytes (200X larger)
Ovarian Cancer Study
Find the key genes expression out of 21,000 for ovarian cancer diagnosis
