Domino Data Lab

MAY 20, 2021

This renders measures like classification accuracy meaningless. In their 2002 paper Chawla et al. 2002) have performed a comprehensive evaluation of the impact of SMOTE- based up-sampling. Their tests are performed using C4.5-generated 2002) provide an example that illustrates the modifications. 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 103

Cost-Benefit Digital Transformation Software Modeling 103

The Unofficial Google Data Science Blog

OCTOBER 12, 2017

Yet when we use these tools to explore data and look for anomalies or interesting features, we are implicitly formulating and testing hypotheses after we have observed the outcomes. We must correct for multiple hypothesis tests. In addition to the issues above, does the conclusion pass the smell test?

Experimentation 61

Experimentation Testing Statistics Metrics 61

Jet Global

APRIL 25, 2024

We’ve created a comprehensive guide to the Sarbanes-Oxley Act of 2002, also known as the SOX Act, to help you understand what’s in the act and why it’s important for your organization to have strong access controls and SOX compliant practices. What is SOX Compliance? Bush in July of the same year. Establish safeguards to set timelines.

Reporting 52

Reporting Risk Management Risk Software 52