Local and global interpretability of NATE. by Seongil Han (20490232)

Features on GMSC dataset used in NATE. by Seongil Han (20490232)

“…Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. …”

Searching space for hyperparameters in Table 7. by Seongil Han (20490232)

“…Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. …”

GMSC dataset (IR: Imbalance Ratio). by Seongil Han (20490232)

“…Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. …”

Under-sampled dataset. by Seongil Han (20490232)

“…Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. …”

The system architecture of NATE. by Seongil Han (20490232)

“…Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. …”

Over-sampled dataset. by Seongil Han (20490232)

“…Logistic regression is widely used in credit scoring due to its robustness, interpretability, and computational efficiency; however, its predictive power decreases when applied to complex or non-linear datasets, resulting in reduced accuracy. …”

Performance enhancements of classification models using the undersampling method (NearMiss). by Seongil Han (20490232)

Performance enhancements of classification models using the oversampling method (SMOTE). by Seongil Han (20490232)

S1 File - Utilization of psychotropic drugs in Serbia from 2006 to 2021: Patterns before and during the COVID-19 pandemic by Jelena Filimonovic (22305307)

“…<p><b>S1A Fig:</b> Linear regression analysis shows statistically insignificant changes in trends in the consumption of psychotropic drugs in the observed time period. …”

Supplementary Tables 1–8. by Juliane F. Tampé (19976538)

Age-related correlation of PBMCs percentages. by Juliane F. Tampé (19976538)

“…<p><b>(A)</b> Shows the decrease (r = -0.44, P = 0.003) of B-cell, and (<b>B</b>) an increase (r = 0.31, P = 0.043) of NK-cell percentage within viable PBMCs. …”

Age-dependent expression of <i>ANXA1</i> gene in monocytes and their subtypes. by Juliane F. Tampé (19976538)

Age-related correlation of PBMCs percentages in comparison between males and females. by Juliane F. Tampé (19976538)

“…(<b>A</b>) Shows the increased (r^f = 0.54, P = 0.025) proportion of female NK-cells and (<b>B</b>) decreased B-cells within viable PBMCs of female (r^f = -0.56, P = 0.016) and male (r^m = -0.49, P = 0.013) donors. …”

K Ions Migrate via a Cog-Wheel Mechanism in Solid Electrolyte Vanadium Pyrophosphates: Fact or Fiction? by Rachita Panigrahi (20436506)

“…Additionally, we obtained a linear correlation between relaxation time and ionic conductivity across different phases. …”

K Ions Migrate via a Cog-Wheel Mechanism in Solid Electrolyte Vanadium Pyrophosphates: Fact or Fiction? by Rachita Panigrahi (20436506)

“…Additionally, we obtained a linear correlation between relaxation time and ionic conductivity across different phases. …”

HR (95% CI) for type 2 diabetes according to the magnitude of change in planetary health diet score during follow-up. <i>n</i> = 11,888. by Solomon A. Sowah (11917472)

Model-averaged coefficients, significance, and relative importance (RI) of the predictor variables for the GLMMs to evaluate effects on: (A) overall pollinator abundance; (B) fruit... by Carmelo Gómez-Martínez (9384385)

Summary of model parameters and their sources. by Emily A. Roberts (21703129)

“…We hypothesized that, based on these thermal responses, aerial and aquatic warming will decrease <i>B. glandula</i> growth in a field environment because of increased costs and reduced feeding. …”

Damage characteristics of PU/WG layer. by Hao Yu (157186)

“…The PU/WG layer is relatively complete, with local tensile cracks, primarily V-shaped, and a few linear cracks. These findings provide valuable insights into the mechanical behavior and reinforcement effect of PU/WG filled in fractured surrounding rocks.…”