Code of the model

[DaveTheMaster]

Is it possible to get the underlying code that generates a specific algorithm run by DataRobot, for example as a Python script? It may be useful to replicate the model in a script and apply some desired changes.

[Doctor Youness]

Thank you so much

[emily]

Sure thing Dr. Youness, 

Here is a detailed walkthrough of how to use AutoML to import data, set the target, build models and explain them.

We also have a demo video and article that covers how to use the platform to make predictions and interpret the results..  

I also recommend watching this tutorial on making predictions about the spread of COVID-19 as another example. 

If you are looking for more formal reports of analyses being done with DataRobot, here is a list of peer-reviewed publications you can read to get an idea on the research potential. 

Tsuzuki, S., Fujitsuka, N., Horiuchi, K., Ijichi, S., Gu, Y., Fujitomo, Y., ... & Ohmagari, N. (2020). Factors associated with sufficient knowledge of antibiotics and antimicrobial resistance in the Japanese general population. Scientific Reports, 10(1), 1-9.

https://www.nature.com/articles/s41598-020-60444-1

Hatae, R., Chamoto, K., Kim, Y. H., Sonomura, K., Taneishi, K., Kawaguchi, S., ... & **bleep**arasan, S. (2020). Combination of host immune metabolic biomarkers for the PD-1 blockade cancer immunotherapy. JCI insight, 5(2)

https://repository.kulib.kyoto-u.ac.jp/dspace/bitstream/2433/245622/1/jci.insight.133501.pdf

Suzuki S1, Yama**bleep**a T1, Sakama T2, Arita T1, Yagi N1, Otsuka T1, Semba H1, Kano H1, Matsuno S1, Kato Y1, Uejima T1, Oikawa Y1, Matsuhama M3, Yajima J1. (2019) Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis. PLoS One, 14(9) 

https://www.ncbi.nlm.nih.gov/pubmed/31499517

Muhlestein, W. E., Akagi, D. S., Davies, J. M., & Chambless, L. B. (2018). Predicting inpatient length of stay after brain tumor surgery: Developing machine learning ensembles to improve predictive performance. Neurosurgery.

https://www.ncbi.nlm.nih.gov/pubmed/30113665

Cenik, C., Chua, H. N., Singh, G., Akef, A., Snyder, M. P., Palazzo, A. F., ... & Roth, F. P. (2017). A common class of transcripts with 5′-intron depletion, distinct early coding sequence features, and N1-methyladenosine modification. RNA, 23(3), 270-283.

https://www.ncbi.nlm.nih.gov/pubmed/27994090

Muhlestein, W. E., Akagi, D. S., Chotai, S., & Chambless, L. B. (2017). The impact of race on discharge disposition and length of hospitalization after craniotomy for brain tumor. World neurosurgery, 104, 24-38.

https://www.ncbi.nlm.nih.gov/pubmed/28478245

Muhlestein, W. E., Akagi, D. S., Chotai, S., & Chambless, L. B. (2017). The impact of presurgical comorbidities on discharge disposition and length of hospitalization following craniotomy for brain tumor. Surgical neurology international, 8.

https://www.ncbi.nlm.nih.gov/pubmed/28966826

I hope this helps. 

Emily

[Doctor Youness]

Thank you very much for you answer. However, I need to know how to perform interpretation of experimental data into a report analysis.

I can see that in DataRobot:

1. Enter Data
2. Prepare Data
3. Set Model Target
4. Start Model Search
5. Explain Models

Nevertheless, I haven't seen ANALYSIS, REPORTS AND INTERPRETATION

Could you give me an example, please, showing analysis, reports and interpretation performed by DataRobot?

Thank you very much for time

Best regards

Youness

[emily]

Hi Doctor Youness, 

Yes, you can use DataRobot on experimental data, including scientific data.  We have customers who do this for various use cases.  

Emily

[Doctor Youness]

Hi Emily

I would like to ask you,  If datarobot can be used to perform interpretation of experimental data into the form as a report?

If the answer is yes, so how?

Thank you very much for your time

Have a great day!

Youness

[Doctor Youness]

Thank you so much Emily

email:

eyouness@pampano.unacar.mx

Best!

[emily]

Doctor Youness, 

We have a flexible pricing strategy that allows you to add functionality as you progress with the platform.  I will introduce you to someone who can get you more details via email.  That way you can get all of your questions about pricing answered 🙂 

Emily

[Doctor Youness]

Thank you

Could I know the cost of DataRobot Prime, please?

Once again, thank you very much for your time

Best!

1

[emily]

You can only get DR Prime models if you purchase the software. 

Emily

[Doctor Youness]

Thank you for your reply

What I have to do to get DataRobot Prime ?

Best!