Jet Global

AUGUST 25, 2020

Rather, it represents the management framework put in place by corporate leadership to monitor and respond to important metrics. Once isolated within the finance department, CPM is now broadly employed in the form of reporting departmental metrics measured against targets. Monitoring key metrics.

Software 96

Software Metrics Finance Key Performance Indicator 96

Domino Data Lab

MAY 20, 2021

Working with highly imbalanced data can be problematic in several aspects: Distorted performance metrics — In a highly imbalanced dataset, say a binary dataset with a class ratio of 98:2, an algorithm that always predicts the majority class and completely ignores the minority class will still be 98% correct. return synthetic. References.

Machine Learning 136

Machine Learning Metrics Data mining Data Science 136

AWS Big Data

OCTOBER 11, 2023

Near-real-time streaming analytics captures the value of operational data and metrics to provide new insights to create business opportunities. These metrics help agents improve their call handle time and also reallocate agents across organizations to handle pending calls in the queue.

Management 117

Management Metadata Analytics Dashboards 117

CIO Business Intelligence

MAY 16, 2022

ITIL 4 contains seven guiding principles that were adopted from the most recent ITIL Practitioner Exam, which covers organizational change management, communication, and measurement and metrics. How does ITIL reduce costs?

IT 105

IT Cost-Benefit ROI Risk 105

The Unofficial Google Data Science Blog

AUGUST 27, 2019

Of course, any mistakes by the reviewers would propagate to the accuracy of the metrics, and the metrics calculation should take into account human errors. If we could separate bad videos from good videos perfectly, we could simply calculate the metrics directly without sampling. The missing verdicts create two problems.

Metrics 98

Metrics Statistics Uncertainty Optimization 98

The Unofficial Google Data Science Blog

JUNE 30, 2016

A naïve comparison of the exposed and unexposed groups would produce an overly optimistic measurement of the effect of the ad, since the exposed group has a higher baseline likelihood of purchasing a pickup truck. Random forest with default R tuning parameters (Breiman, 2001). This is often referred to as the positivity assumption.

Statistics 45

Statistics Optimization Modeling Experimentation 45

O'Reilly on Data

MAY 27, 2020

Using the new scores, Apgar and her colleagues proved that many infants who initially seemed lifeless could be revived, with success or failure in each case measured by the difference between an Apgar score at one minute after birth, and a second score taken at five minutes.

Testing 361

Testing Risk Reporting Measurement 361