Optimizing Kernel Transformations to Handle Binary Class Imbalanced Dataset Classification حسب Vaibhavi Patel (19843282)

"…Traditional machine learning algorithms often struggle with imbalanced datasets, as they tend to bias their classification functions toward the majority class, resulting in suboptimal performance for minority classes. …"

Distributions of the goodness-of-fit (GoF) values for all tested approaches and parameter spaces. حسب Kevin J. Wischnewski (21354521)

Example of the results of the model fitting in the 103-dimensional parameter space. حسب Kevin J. Wischnewski (21354521)

Model-based sex classification accuracies. حسب Kevin J. Wischnewski (21354521)

Distributions of optimized coupling parameters and median FC strengths for males and females. حسب Kevin J. Wischnewski (21354521)

Partial amino acids sequence alignment between <i>Dd</i>interaptin and <i>Eh</i>interaptin and Coiled-coil (CC) structure prediction for <i>Eh</i>interaptin (EHI_148910). حسب Han Jiang (195350)

Significantly enriched Gene Ontology (GO) terms among the genes showing significant results in the ancestry-specific TWAS. حسب Jenna C. Carlson (3950024)

"…P-values were adjusted to maintain an experiment-wide type 1 error rate of 0.05 within ancestry group using the g:SCS algorithm which accounts for the dependent structure of functionally annotated gene sets.…"

Reliability of the optimized frequency parameters and sFC matrix edges in the high-dimensional cases as well as of the GoF. حسب Kevin J. Wischnewski (21354521)

WGCNA analysis. حسب Qingqing Xue (5152622)

Reliability of the optimized model parameters of delay , coupling and noise intensity . حسب Kevin J. Wischnewski (21354521)

Machine learning model construction and accuracy qualification. حسب Lelin Jiang (22127048)

Task procedure. حسب George Zacharopoulos (5660800)

Capturing pulse-modulated firing using . حسب Matthew R. Baker (436704)

"…An impulse-response function was fitted to the baselined distribution using a nonlinear least square fitting algorithm using the trust-region-reflective method in the form . …"

Comparative Clustering Methods. حسب Matthew R. Baker (436704)

Trx and Ldh regulate the metabolic state of MBγ lobes. حسب Nicholas Raun (20623862)

"…<p>Dot plots showing FRET ratio in MBγ lobes for laconic (<b>A</b>) and pyronic (<b>B</b>) in flies with MB-specific <i>trx</i>^<i>RNAi</i>, <i>Ldh</i>^<i>RNAi</i>, and genetic background controls. …"

Changed differential alternative splicing events (DASEs) patterns between PCOS and Normal granulosa cells. حسب Linlin Yang (737661)

The potential of CENPA as a cell-cycle biomarker for the M/G2 phase in cancers. حسب Hengrui Liu (2059750)

Data processing for multi-sensor synchronization. حسب Kathylee Pinnock Branford (18291038)

Particle Image Velocimetry with Uncertainty Quantification (PIV-UQ) method. حسب Adithan Kandasamy (12275530)

Workflow for identifying ortholog expression, expression models, and key regulators in <i>S. lycopersicum</i> and <i>S. pennellii.</i> حسب J. Sebastián Contreras-Riquelme (21395362)