Overfitting happens when models perform well – with high apparent accuracy – on training data, but that perform poorly on new data. This is often the result of learning from noise or fluctuations in training data. Comparing results to hold-out data reveals the extent of a model’s ability to be useful for generalized predictions, and are good barometers for detecting overfitting.
Squark is a Software as a Service (SaaS) platform that makes pragmatic AI predictions simple, with absolutely no coding. Squark’s automated machine learning — AutoML — gives everyone the freedom to achieve better outcomes with AI power in human control.
67 South Bedford St., Suite 400W
Burlington, MA 01803
+1 (888) 747-8471
Subscribe to Squark News
Receive AI tips, newsletters, and periodic email from Squark. Change your preferences or unsubscribe any time.