Skip to content

Author

Felicia Sword

We have 2 of 2 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Conference Sep 2026

A Composite Forecast Evaluation Framework for Univariate Time Series Forecasting: Evidence from Gold, CPI, and VIX

Time series forecasting plays an important role in economic and financial analysis; however, forecasting performance is often evaluated using single metrics, potentially leading to inconsistent model rankings and incomplete assessment. To address this limitation, this study proposes a Composite Forecast Evaluation Scor...

Christopher Andreas, Felicia Sword, Clarice Harijanto et al. · 0 citations
Open access Aug 2026

Credit Card Fraud Detection under Extreme Class Imbalance: A Comparison of KNN and Logistic Regression

The main finding is that under severe imbalance ROC-AUC can be misleading and PR-AUC is more informative; KNN baseline is a balanced detector without tuning, threshold-tuned LR baseline gives the best single operating point, and LR+SMOTE suits cases where recall is the priority.

Felicia Sword, Christopher Andreas · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.