-
No one should have confidence in a model without looking at the data…
Tom cat has yet to find Jerry mouse; instead, he has achieved a high training accuracy against training data. Unseen data brings a nasty surprise – the model has only achieved a very low validation accuracy. Is it the fault of the choice of classifier/preditor or an issue with the data? My own sinking I…
-
Writing algorithms for scalability
The 21st Century is experiencing an unimaginable situation. A lot of data is being or has been collected, but only a small portion of it has been analysed. This means that a large proportion has yet to unleash its hidden knowledge and augment our intelligence. It is true not all data can be easily analysed.…
-
Have we started our own Caves of Steels?