Importance of the predictor variables for estimating AGB using a random forest model. حسب Kasip Tiwari (22232186)

The influence of the smoothing parameter on prediction accuracy. حسب Sabine Haberland (22783613)

Raw data_clean. حسب Carlos Sepúlveda (15272797)

"…High levels of CRF are linked to better performance in sports and daily activities among children and adolescents. …"

Experimental design. حسب Carlos Sepúlveda (15272797)

"…High levels of CRF are linked to better performance in sports and daily activities among children and adolescents. …"

Characterization of the participants. حسب Carlos Sepúlveda (15272797)

"…High levels of CRF are linked to better performance in sports and daily activities among children and adolescents. …"

Global transcriptional analysis for activated gametocytes of Δ<i>pbpp6</i> parasites by RNA-seq. حسب Yonghui Feng (12227596)

Relationships between clay and quartz content, TOC, 2D-NMR solid OM, S₁, 2D-NMR light oil and fractal dimensions. حسب Changjun Ji (18285907)

"…This results in the formation of larger dissolution pores within the carbonated minerals [<a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0309346#pone.0309346.ref043" target="_blank">43</a>], leading to a decrease in the fractal dimensions D₁ and D₂. …"

Stress responses to different light colours. حسب Solène Guenat (12187937)

Neutrophil Superoxide anion production, Heat map for gene expression from neutrophils of CGD patients, and PCA plot for genome-wide gene expression. حسب Daniel R. Ambruso (12042605)

"…In contrast, results for subjects 08 and 09 demonstrate greater effects than the remainder of the patients in the cohort.…"

Microhardness vs. depth diagram of sample No. 6 ( حسب Van-Thuc Nguyen (19469762)

"…<div><p>This study investigates the effects of arc length, current intensity, travel speed, gas flow rate, and pulse time on surface hardness to better understand the arc quenching of S45C steel with a curved shape. …"

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML حسب 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. حسب Shiqi Zhang (709298)

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

Relative expression of hub genes. حسب Ziyang Liu (242055)

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

Heterotrophic cell growth and dry cell yield of <i>Rhodovulum sulfidophilum</i> in artificial seawater (ASW) based growth medium of different salinities, wherein 100% corresponds t... حسب Shamitha Rao Morey-Yagi (19779981)

Ventromedial PFC pattern-separates cue-task associations. حسب 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... حسب Jose Dominick Guballa (19739909)

In Vivo, In Vitro, and In Silico Assessment of Anticancer Activity of the New Pincer-Type Pt(II) Complexes حسب 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 حسب 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.…"