Can I consider the OOB score of RF model as the same as R^2 score?

In a topology optimization machine learning prediction algorithm, can I consider the OOB score of RF as the same as R^2 score. Could that be a more unbiased way of validating the model

14 February 2021 3,540 1 View

Can any scholar assist me with an r code for calculating average bias for each parameter of a continuous distribution via simulation?

I want to perform a simulation study to examine the consistency property of parameters of a new distribution through the quantile function. The simulation study will contain many replicates (say...

10 February 2021 180 3 View

Peer to Peer Lending in India?

Is there any recent work available on the performance of P2P Lending in India?

05 January 2021 5,211 3 View

How do I plot the correlation coefficients (r) on a map based on a list of variables?

I am working to improve a manuscript and I have been advised to provide a map showing where the correlation is significant. Any information or links to learn about this would be quite helpful....

26 December 2020 1,162 5 View

Why does water have high boiling point compare to ethanol?

Water is a molecule that has a very high boiling point compared to ethanol. Why does water have such a high boiling point compared to a molecule like ethanol, and what are the...

23 November 2020 9,662 8 View

Can someone recommend a blog or website where i can get the list of datasets used for Medical question answering?

I am looking for a website of blog where i can get details about the relevant datasets used for question answering in the medical field. What i found, are not explaining in details these...

10 November 2020 7,202 3 View

Impact of Microfinance?

Can anyone guide me to some recent studies on Impact of Microfinance in India on Poverty, Employment and Incremental Income. Many Thanks.

09 October 2020 9,962 1 View

Microfinance and Economic Activities?

What Economic Activities taken up with Microfinance loans can yield returns greater than 25% which is the usual cost of a micro loan in India?

09 October 2020 3,777 5 View

What are the benefits of Chelex method of DNA extraction over regular extraction method?

I will be extracting trypanosome DNA from mid-guts of tsetse flies for LAMP analysis. Kindly advice on protocol to adopt for maximum yield and benefits of Chelex method over the regular method....

23 September 2020 504 4 View

How do i use spatial displacement of nodes as displacement values in Abaqus?

I obtained the nodal displacement values of (u1,u2,u3) from a bar in an analysis. I want to use these spatial displacement values as the boundary conditions for the undeformed instance of the bar...

17 September 2020 7,793 3 View

Standard curve shifting over time. How do I stabilise the ELISA?

24 February 2021 1,365 3 View

How T cells recognise non-peptide antigens?

This might sound very basic question, but please share with me an explanation of how the T cell is activated when the antigen is not a peptide? What happens? And what are the molecules involved in...

21 February 2021 564 3 View

How to accurately measure cytokines levels for my university research proposal?

Hello, i am writing a theoretical research proposal for one of my university assignments regarding Covid-19. The brief is pretty relaxed and i have chosen to conduct a study on how the...

11 February 2021 908 5 View

What are the conflicts between EIA and environmental engineers and lawyers?

Environmental Impact Assessment (EIA) does not live up to the expectation of environmental lawyers and environmental engineers. In your own opinion, how can the EIA process therefore be made more...

03 February 2021 1,329 6 View

What is the best method of preparing cell supernatant samples for a Luminex assay to detect cytokines ?

I am planning to run a Luminex assay using cell supernatant to assess cytokine secretion by tumor cells. I came across different methods in literature; some suggest seeding in complete media and...

03 February 2021 4,867 3 View

What is the maximum storage time for samples used in soil enzyme assays?

01 February 2021 4,616 3 View

How to prepare secondary antibody from lyophilized antibody?

So I'm new to lab research and learning Western Blots these days. I ordered my secondary antibody and it arrived in a powdered form. Here is the...

27 January 2021 5,402 3 View

What M1 and M2 markers can I use for flow cytometry ?

Hi, I'm a student and I'm doing an internship. I need to asses the M1 and M2 populations of a culture using flow cytometry. From my researches, I know that this is subject to some controversy, as...

26 January 2021 299 3 View

What is the best concentration of Pam3CSK4 to coat a dish to activate with THP-1?

Hi everyone I am trying to coat a glass-bottom dish with Pam3CSK4 and plate THP-1 cells to measure IL6 with ELISA from the supernatant. I wondered if anyone knows a good concentration and...

21 January 2021 2,593 1 View

Does re-stimulation of T cells with PMA and Ionomycine before staining for intracellular cytokines for flow cytometry affect reliability of the assay?

I understand that to be able to measure intracellular cytokines there is a need to restimulate with PMA and Ionomycin but I don't understand how the results will be reliable after that. PMA and...

18 January 2021 7,240 7 View