The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

This analysis revisits a logistic regression case study I originally worked on in 2024 using R, based on the well-known forest fires dataset from P. Cortez focused on the Montesinho National Park in ...

Firth penalization reduces small-sample bias and produces finite estimates even when standard MLE fails due to (quasi-)complete separation or monotone likelihood. Standard maximum-likelihood logistic ...

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Birgitta Böckeler, Distinguished Engineer at ...

In today’s AI-driven world, AI tools for data analysis have supercharged the ability to extract meaningful insights from vast datasets. Traditional data analysis methods are often slow and struggle to ...

Customer retention isn’t just a marketing metric—it’s a financial strategy. As Finance and Business leaders, we know that keeping an existing customer is significantly more cost-effective than ...

The controversy surrounding whether serum total cholesterol is a risk factor for the graded progression of knee osteoarthritis (KOA) has prompted this study to develop an authentic prediction model ...

Stocks in the Chinese stock market can be divided into ST stocks and normal stocks, so to prevent investors from buying potential ST stocks, this paper first performs SMOTEENN oversampling data ...

The diagnosis of acute appendicitis and concurrent surgery referral is primarily based on clinical presentation, laboratory and radiological imaging. However, utilizing such an approach results in as ...

Department of Computing & UKRI Centre for Doctoral Training in AI for Healthcare, Imperial College London, London SW7 2AZ, United Kingdom Department of Materials, Department of Bioengineering & ...

Research shows vitamin D supplements may help reduce peripheral neuropathy; the findings may be especially relevant for Black cancer patients.

Patient Portals to Elicit Essential Patient-Reported Elements of Communication Supporting Person-Centered Oncologic Care: A Pilot Study of the PERSON Approach By implementing ePRO for symptom ...