MiniRocket
Data Skeptic
English - September 06, 2021 13:00 - 25 minutes - 29.2 MB - ★★★★★ - 477 ratingsScience Technology machinelearning datamining datascience science skepticism statistics Homepage Download IPFS Apple Podcasts Google Podcasts Overcast Castro Pocket Casts RSS feed
Previous Episode: ARiMA is not Sufficient
Next Episode: Ultra Long Time Series
Angus Dempster, PhD Student at Monash University in Australia, comes on today to talk about MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification, a fast deterministic transform for time series classification. MINIROCKET reformulates ROCKET, gaining a 75x improvement on larger datasets with essentially the same performance. In this episode, we talk about the insights that realized this speedup as well as use cases.