P-value for feature selection: Pros and Cons ?

20 November 2022 0 10K Report

Have you guys ever used p-value for feature selection ? If yes, what are the advantages and disadvantages of it.

Badges
Science topic

Similar topics
Computer Science
Program

More Titas De's questions See All

RNA later for the preservation of RNA in fecal samples at room temperature for one day (37°C)?

I am planning to collect human fecal samples for metatranscriptomic analysis using MGI. These samples are from indigenous people living in a region with high temperatures. I will have access to a...

06 August 2024 1,367 3 View

How to develop an academic literacy program for engineering at the higher education level?

Information literacy in higher education integration with curricula engineering

04 August 2024 5,368 3 View

How can i generate a CRISPR knockin mutation zebrafish model with a reporter?

Hey! I aim to generate a transgenic knockin zebrafish line that mimetizes a genetic condtition that leads to a certain disease on human. To do so, I need to insert a codon for mutagenic aminoacid...

14 July 2024 6,240 0 View

What should be the best Lumens range for T8 (120cm) full spectrum LED lamp tubes?

Please (for Arabidopsis), what could be a good Lumens and color range (Kelvin) range for full spectrum LED lamp tubes size T8 (120cm) for each shelve measuring 130x50 cm (length x width) and 60 cm...

11 July 2024 6,078 1 View

Cross Attention in Transformers: Standard applications of the same ?

What are the standard applications of Cross Attention in Transformer Architectures ?

09 July 2024 9,310 2 View

Time Series Analysis: Has Recurrent Neural Networks (RNN) ever been used on Time Series Analysis ?

Are there standard RNN architectures been applied for Time Series Analysis, forecasting and anomaly detection problems ?

30 June 2024 3,169 8 View

LSTM on Time Series: Has LSTM architectures ever been applied to Time-Series Forecasting ?

Have we ever used LSTM architectures on Time-Series Forecasting and Analysis, and gotten a decent result ?

30 June 2024 6,924 3 View

What could be causing these smears in my PCR electrophoresis gel?

I am new to running PCR gels. I loaded this gel and I thought it was fine, meaning I saw/felt no apparent punctures or spillovers to neighboring wells (see picture 1). When the gel started to run,...

30 June 2024 4,107 4 View

What are the typical applications of Large Vision Models (LVMs) ?

Where are large vision models typically used ?

25 June 2024 4,113 0 View

Are there standard libraries/frameworks for doing RLHF for training LLMs ?

When it comes to Re-inforcement Learning with Human Feedback, are there standard libraries/frameworks for training LLMs ?

25 June 2024 1,121 0 View

What is the acceptable p-value cutoff for GO enrichment analysis ?

I have an RNA-seq data that I have analysed using Limma-voom and have extracted the gene IDs, log2FC and the p-values. At p value < 0.05, I have over 10,000 DEGs, however, when I run the GO...

31 July 2024 225 2 View

How to do Mann-Whitney U test with Bonferroni corrected p-values?

Dear All, My lab primarily works on insect wing patterns. In one of the projects, my student and I have defined 19 abnormality characters on the forewing and 6 abnormality characters on the...

31 July 2024 6,464 5 View

Bonferroni correction. I have independent t-test, paired t-test and ancova conducted. Which test would require Bonferroni adjustment?

I have two groups that I test on three different tasks. I have 4 independent t-test, 6 paired t-test and 2 ANCOVA. My concern for which t-test should I conduct bonferroni correction. At the moment...

28 July 2024 7,827 6 View

What is the impact of collaborations with key suppliers on an SME's competitiveness?

The literature on Supply Chain Integration (SCI), Supply Chain Management (SCM), and collaborations, spanning several decades, deserves special attention. This topic, although addressed for a long...

23 July 2024 5,672 3 View

Chi-square test for allele distribution?

Hello, when calculating the p value for the alleles in the table, how do we place the values in the chi-square test in the four-eyed table? Thank you very much for your attention.

17 July 2024 998 2 View

Does the bread-making process lead to a sufficient reduction in lectin activity of bean flour to guarantee food safety?

I'm currently working on the implementation of pulses (legumes) in bakery applications. In one case, pulse flours could be added to bread to increase the nutritional value. Pulses (in particular...

17 July 2024 7,293 3 View

How to determine the position of occupancy of the dopant? - whether it is doped in tetrahedral or octahedral site?

Suppose a material "A" has both tetrahedral and octahedral sites and we are doping another material "B" - usually an ion into it. How can we detect if the dopant has occupied the octahedral site...

17 July 2024 4,299 4 View

How to calculate Cohen's d from CI 95 and t value from a paired sample t test?

We have conducted a systematic review to investigate the effectiveness of a treatment for a psychological disorder. We aim to report effect sizes and p values of the reviewed studies but one study...

10 July 2024 7,186 4 View

What are the advantages and Disadvantages of Standardized tests?

Write an essay

28 June 2024 2,537 3 View

My question is about a barley seed ?

I need some articles on the analysis of the nutritional quality of barley (H.vulgare.L) and the analytical approach of metabolomics and proteomics.

26 June 2024 3,451 2 View