Domino Data Lab

MAY 20, 2021

Insufficient training data in the minority class — In domains where data collection is expensive, a dataset containing 10,000 examples is typically considered to be fairly large. In their 2002 paper Chawla et al. Figure 3 shows visual explanation of how SMOTE generates synthetic observations in this case.

Machine Learning 136

Machine Learning Metrics Data mining Data Science 136

CIO Business Intelligence

JANUARY 17, 2024

The first was becoming one of the first research companies to move its panels and surveys online, reducing costs and increasing the speed and scope of data collection. Its digital transformation process can be divided into several stages, according to Mohammed, each with its own objectives and challenges.

Digital Transformation 119

Digital Transformation Dashboards Data Science Reporting 119

CIO Business Intelligence

SEPTEMBER 27, 2024

The data is then re-transported when the line is available. This doesn’t detract from the fact it’s a very advanced clinical data collection system since it’s digital, in real time, and secure because the data is encrypted on VPN and sent to Emergency’s central data center in Milan.

Management 128

Management IT Cost-Benefit Testing 128