Ontotext

MAY 18, 2020

These are the so-called supercomputers, led by a smart legion of researchers and practitioners in the fields of data-driven knowledge discovery. As of 2017, the fastest computers have reached a speed of 93 PetaFLOPS, which is: 93×1015, or 93,000,000,000,000,000 operations per second. Certainly not!

Knowledge Discovery 72

Knowledge Discovery Experimentation Data-driven Metadata 72

Domino Data Lab

MAY 20, 2021

note that this variant “performs worse than plain under-sampling based on AUC” when tested on the Adult dataset (Dua & Graff, 2017). In this blog post we talked about why working with imbalanced datasets is typically problematic, and covered the internals of SMOTE – a go-to technique for up-sampling minority classes.

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

The Unofficial Google Data Science Blog

JULY 22, 2020

Although this blog post makes some specific points about changing assignment weights in an A/B experiment, there is a more general takeaway as well. Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining. ACM, 2017. [4] Henne, and Dan Sommerfield. 2] Scott, Steven L.

Experimentation 95

Experimentation Statistics Testing Strategy 95

Domino Data Lab

AUGUST 1, 2021

In IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), pages 24–30, Melbourne, Australia, 2017. Conference on Knowledge Discovery and Data Mining, pp. The post Explaining black-box models using attribute importance, PDPs, and LIME appeared first on Data Science Blog by Domino. References.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139