Decision Threshold Setting in Binary Classification Problems—A Behavioral Lens
ABSTRACT When binary classification models are wrong, managers face misclassification costs. Although false positive outcomes imply unnecessary mitigation efforts, false negative outcomes imply overlooking the class of interest. Humans calibrate these ai models supporting operational systems by adjusting the decision threshold that translates ...
Patrick Moder, Kai Hoberg, Felix Papier
wiley +1 more source
The Role of Peer Influence in Churn in Wireless Networks
Subscriber churn remains a top challenge for wireless carriers. These carriers need to understand the determinants of churn to confidently apply effective retention strategies to ensure their profitability and growth. In this paper, we look at the effect
Ferreira, Pedro, Han, Qiwei
core +1 more source
Abstract In this article, the key dilemmas that will confront the new Labour administration in Britain during its initial period in power are examined. The Starmer government is seeking to use the state pragmatically to improve British economic performance, stem the crisis in public services and strengthen the strategic capacity of Whitehall.
Patrick Diamond +2 more
wiley +1 more source
Quid Pro Quo? Private Information Flows in Shareholder Activism: Evidence from Mutual Fund Families
ABSTRACT This paper hypothesizes that information flows from target firms to large shareholders during activist campaigns and that these flows have governance consequences. Focusing on actively managed mutual fund families, we find that informed trading by large‐holding fund families increases during activist campaigns relative to smaller‐holding fund ...
EUNJEE KIM, HAI PHAM
wiley +1 more source
Customer churn prediction in telecom sector using machine learning techniques
In the telecom industry, large-scale of data is generated on daily basis by an enormous amount of customer base. Here, getting a new customer base is costlier than holding the current customers where churn is the process of customers switching from one ...
Sharmila K. Wagh +5 more
doaj +1 more source
Employee turnover prediction and retention policies design: a case study [PDF]
This paper illustrates the similarities between the problems of customer churn and employee turnover. An example of employee turnover prediction model leveraging classical machine learning techniques is developed.
Perthame, Benoît +2 more
core +2 more sources
Putting Rodents at the Center of One Health Programs: A Narrative Synthesis
Rodents link human, animal, and environmental health across diverse ecosystems. Rodent diversity underpins both zoonotic disease risk and ecosystem function. Environmental change reshapes rodent communities and spillover dynamics. Rodents act as reservoirs, amplifiers, and sentinels of emerging pathogens.
Steven R. Belmain
wiley +1 more source
Analisis Pengaruh Metode Combine Sampling Dalam Churn Prediction Untuk Perusahaan Telekomunikasi [PDF]
Churn prediction pada pelanggan telekomunikasi merupakan upaya memprediksi/mengklasifikasi pelanggan jasa telekomunikasi yang berhenti atau berpindah berlangganan dari suatu operator ke operator yang lain.
Baizal, Z. A. (ZK) +2 more
core
The policy adjacent: How affordable housing generates policy feedback among neighboring residents
Abstract While scholars have documented feedback effects among a policy's direct winners and losers, less is known about whether such effects can occur among the indirectly affected—“the policy adjacent.” Using 458 geocoded housing developments built between two nearly identical statewide ballot propositions funding affordable housing in California, we
Michael Hankinson +2 more
wiley +1 more source
Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability
Data-driven approaches which aim to identify and predict player engagement are becoming increasingly popular in games industry contexts. This is due to the growing practice of tracking and storing large volumes of in-game telemetries coupled with a ...
Bonometti, Valerio +4 more
core +1 more source

