Domino Data Lab

JUNE 8, 2021

Support Vector Machines (SVMs) are supervised learning models with a wide range of applications in text classification (Joachims, 1998), image recognition (Decoste and Schölkopf, 2002), image segmentation (Barghout, 2015), anomaly detection (Schölkopf et al., The use of multiple measurements in taxonomic problems. 1999) and more.

Optimization 76

Optimization Machine Learning Measurement Data Science 76

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. 2002) provide an example that illustrates the modifications. Generation of artificial examples. Chawla et al., Chawla et al.,

Machine Learning 136

Machine Learning Metrics Data mining Knowledge Discovery 136

datapine

MAY 31, 2022

That’s why it is important to implement a secure BI cloud tool that can leverage proper security measures. All of these strategic measures will ensure that the benefits of cloud business intelligence far outweigh the issues. The risks of cloud computing have become a reality for every organization, be it small or large.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

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 106

Cost-Benefit Digital Transformation Software Modeling 106

CIO Business Intelligence

MARCH 31, 2022

Capital One appointed the first CDO in 2002. IDC found that 80% of the top KPIs used to measure chief data officer performance are business-oriented. Only a few organizations followed suit in the decade that followed.

Consulting 130

Consulting Strategy Data Strategy Data Governance 130

Domino Data Lab

JUNE 2, 2019

The most poignant for me was a simple approach for measuring noise within an organization. Measure how these decisions vary across your population. my answer was almost immediate: Daniel Kahneman. To do this, first review quantitative decisions being made by staff – for example, settlement prices quoted by insurance claims adjusters.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

CIO Business Intelligence

MARCH 26, 2024

Science is defined by many as the rigorous and systematic identification and measurement of phenomena. Does your organization measure customer experience? What gets measured and what gets rewarded drive behavior. In both the for-profit and nonprofit sectors the most important phenomenon is customer behavior and mindset.

Key Performance Indicator 121

Key Performance Indicator Broadcasting Metrics Measurement 121

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. Regression to the mean If enough slices are examined, there will certainly be some slices with extreme values on metrics of interest. What is to be done? 109:2211–2213. [3] 3] Hill, A. Perspect Biol Med., 45, 499–515. [5]

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