Open Internet by MindsNet

Verifying Predictive Signal in Datasets

Many reported high-performance models may be built on datasets with little to no predictive signal. A common failure mode is reporting great metrics without checking if the dataset contains any signal.

Computing & Technology, Computer Science, Machine Learning