Deep feature synthesis: Towards automating data science endeavors
In the context of automated data science, a for a record like "johann_sebastian_bach_toccata_fugue_in_dm_by_si" (referring to a specific recording or entity) is a complex predictor generated through Deep Feature Synthesis (DFS) . johann_sebastian_bach_toccata_fugue_in_dm_by_si...
Are you looking to these features using a specific software tool like Featuretools or just trying to understand the data patterns behind this specific recording? deep features might include:
: A feature tracking how often this specific piece is performed on non-traditional instruments (like electric guitar by Sinfonity or accordion) compared to the original pipe organ. johann_sebastian_bach_toccata_fugue_in_dm_by_si...
: A high-dimensional representation of the performance's "darkness" or "tension," often derived from the frequency of diminished 7th chords or the use of specific minor keys like D minor.
For this specific musical entity, deep features might include: