Domino Data Lab

MAY 20, 2021

This renders measures like classification accuracy meaningless. In their 2002 paper Chawla et al. propose a different strategy where the minority class is over-sampled by generating synthetic examples. 2002) have performed a comprehensive evaluation of the impact of SMOTE- based up-sampling. Chawla et al., Chawla et al.,

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

IBM Big Data Hub

FEBRUARY 6, 2024

Internet companies like Amazon led the charge with the introduction of Amazon Web Services (AWS) in 2002, which offered businesses cloud-based storage and computing services, and the launch of Elastic Compute Cloud (EC2) in 2006, which allowed users to rent virtual computers to run their own applications.

Cost-Benefit 99

Cost-Benefit Digital Transformation Software Modeling 99

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

But this does not mean that the slice will continue to exhibit an extreme value on this measurement in the future. By keeping in mind the need to control for bias in observational data and the strategies employed in the design of observational trials to do so, we can check our own thinking during an exploratory analysis of observational data.

Experimentation 61

Experimentation Testing Statistics Metrics 61