Scatter plot showing the relationship between the classification performance and the two sample t-test p-values under different simulation settings.

<p>The x-axis is -log10 scale of the t-test p-values. The y-axis is the classification performance (MCC and macro F1). N = 3000, 4000, 5000, 6000, 7000. The dashed line is the GWAS threshold of 5e-8. <b>(A)</b> Dots are colored by the difference between the mean of the two groups. <b>(B)</b> Dots are colored by dfference in the proportion of the majority class.</p> <p>(PDF)</p>

Publication Details

Journal
Figshare
Published
2024-10-15
DOI
https://doi.org/10.1371/journal.pcbi.1012527.s003
Primary Topic
Advanced Statistical Methods and Models
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Scatter plot showing the relationship between the classification performance and the two sample t-test p-values under different simulation settings.

Figshare
Advanced Statistical Methods and Models
article

Scatter plot showing the relationship between the classification performance and the two sample t-test p-values under different simulation settings.

article en

Abstract

<p>The x-axis is -log10 scale of the t-test p-values. The y-axis is the classification performance (MCC and macro F1). N = 3000, 4000, 5000, 6000, 7000. The dashed line is the GWAS threshold of 5e-8. <b>(A)</b> Dots are colored by the difference between the mean of the two groups. <b>(B)</b> Dots are colored by dfference in the proportion of the majority class.</p> <p>(PDF)</p>

Figshare
Openalex Percentile: Top 70%
Advanced Statistical Methods and Models
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Scatter plot showing the relationship between the classification performance and the two sample t-test p-values under different simulation settings. · Figshare (2024) | TGRS Research Map | TGRS