From my personal experience reading ML research papers and transferring the technology to consumer applications, the data used to test algorithms in papers tends to be far cleaner than real world data.
From my personal experience reading ML research papers and transferring the technology to consumer applications, the data used to test algorithms in papers tends to be far cleaner than real world data.