
“The Cascade design pattern addresses situations where a machine learning problem can be profitably broken into a series (or cascade) of ML problems. The Ensemble design pattern solves a problem by training multiple models and aggregating their responses. The Neutral Class design pattern looks at how to handle situations where experts disagree. The Rebalancing design pattern recommends approaches to handle highly skewed or imbalanced data.”
―
Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
Share this quote:
Friends Who Liked This Quote
To see what your friends thought of this quote, please sign up!
0 likes
All Members Who Liked This Quote
None yet!
This Quote Is From

270 ratings, average rating, 29 reviews
Open Preview
Browse By Tag
- love (101078)
- life (79048)
- inspirational (75598)
- humor (44240)
- philosophy (30822)
- inspirational-quotes (28746)
- god (26827)
- truth (24657)
- wisdom (24492)
- romance (24283)
- poetry (23140)
- life-lessons (22518)
- quotes (20917)
- death (20499)
- happiness (18913)
- hope (18485)
- faith (18314)
- travel (18063)
- inspiration (17241)
- spirituality (15641)
- relationships (15439)
- religion (15354)
- motivational (15247)
- life-quotes (15233)
- love-quotes (15066)
- writing (14910)
- success (14154)
- motivation (13099)
- time (12812)
- science (12048)