Fig 8 - by Shima Bahramizadeh-Sajadi (20391247)

“…Although ring category has a greater effect on these measures than the cross-sectional area, the area also affects the results: Increasing the cross-sectional area of the ring causes the cornea to flatten, resulting in a decrease in K_mean and axial length. …”

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

Changes in rumen fluid metabolites. by Shiqi Zhang (709298)

Month-by-Month Surveillance Method Performance. by Ariel Greiner (9986971)

The Fig illustrates the effects of mutations on the stability, flexibility, compactness, and interactions of the AKT2-Ipatasertib complex through molecular dynamics simulations. by Sadia Afrin Runa (22504971)

Ventromedial PFC pattern-separates cue-task associations. by Guochun Yang (1329693)

Box-whisker plots of the relative abundances (%) of coccolithophore species characteristic for the “pseudo-stadial” (PS; 1854.6–1852.8 cm), the interstadial before the YTT eruption... by Jose Dominick Guballa (19739909)

In Vivo, In Vitro, and In Silico Assessment of Anticancer Activity of the New Pincer-Type Pt(II) Complexes by Danijela Nićiforović (21958700)

“…Molecular docking complemented experimental data, confirming DNA and HSA binding for both complexes, while <b>Pt1</b> aligned better with pro-apoptotic activity under physiological conditions.…”

In Vivo, In Vitro, and In Silico Assessment of Anticancer Activity of the New Pincer-Type Pt(II) Complexes by Danijela Nićiforović (21958700)

“…Molecular docking complemented experimental data, confirming DNA and HSA binding for both complexes, while <b>Pt1</b> aligned better with pro-apoptotic activity under physiological conditions.…”

Alpha diversity index table. by Xiaona Lyu (20871872)

“…Microbial communities under I2 (PCo1 = 11.13%) showed greater homogeneity while preserving treatment-specific patterns, suggesting slight deficit irrigation balances stability and functional differentiation. …”

ASV species taxonomic information sheet. by Xiaona Lyu (20871872)

“…Microbial communities under I2 (PCo1 = 11.13%) showed greater homogeneity while preserving treatment-specific patterns, suggesting slight deficit irrigation balances stability and functional differentiation. …”

Effective sequence statistics table. by Xiaona Lyu (20871872)

“…Microbial communities under I2 (PCo1 = 11.13%) showed greater homogeneity while preserving treatment-specific patterns, suggesting slight deficit irrigation balances stability and functional differentiation. …”

Differences between patients and controls. by Jolanda Malamud (19727472)

Effect of appetite suppressants on head-weaving stereotypy in female rats. by Axl Lopez (21594203)

Areal densities of single targets in the feeding areas of northern and southern resident killer whales. by Burak Saygili (19832062)

SPSS data. by Myriam El Khoury-Malhame (14185996)

“…It is important for public policy makers within collectivist cultures to better address these misconceptions and promote help-seeking attitudes.…”

A reduced expression level of PfATP2-HA does not affect the resting pH_cyt in <i>P. falciparum</i> parasites or pH_cyt dysregulation by MMV665794 or MMV007224. by Deyun Qiu (8871143)

Accuracy on the ERAM task. by Daisung Jang (16781451)

“…However, coefficients for estrogen were significant for both emotion recognition tasks. Higher within-person levels of estrogen predicted lower accuracy, whereas higher between-person estrogen levels predicted greater accuracy. …”

Experimental design of this study. by Renya Kawakami (20469088)

“…For example, several empirical and theoretical studies have demonstrated that older males make greater investment in reproduction compared with younger males. …”

All relevant data of this study. by Renya Kawakami (20469088)

“…For example, several empirical and theoretical studies have demonstrated that older males make greater investment in reproduction compared with younger males. …”