Which predictive model would be the best one to design a scoring model for Big data?

Sobhan Sarkar Popular answer

Dear dash,

Kindly refer to the following papers:

1. Cox, D. R. (2018). Analysis of binary data. Routledge.

2. Assunção, M. D., Calheiros, R. N., Bianchi, S., Netto, M. A., & Buyya, R. (2015). Big Data computing and clouds: Trends and future directions. Journal of Parallel and Distributed Computing, 79, 3-15.

3. Jagadish, H. V., Gehrke, J., Labrinidis, A., Papakonstantinou, Y., Patel, J. M., Ramakrishnan, R., & Shahabi, C. (2014). Big data and its technical challenges. Communications of the ACM, 57(7), 86-94.

4. Junqué de Fortuny, E., Martens, D., & Provost, F. (2013). Predictive modeling with big data: is bigger really better?. Big Data, 1(4), 215-226.

5. Wamba, S. F., Akter, S., Edwards, A., Chopin, G., & Gnanzou, D. (2015). How ‘big data’can make big impact: Findings from a systematic review and a longitudinal case study. International Journal of Production Economics, 165, 234-246.

Thanks,

Sobhan

Samer Sarsam

Hi,

Try all of them and then make the decision.

HTH.

Dr. Samer Sarsam

Ajit kumar Roy

I suggest for reading related article in link

http://www.msquared.com/wp-content/uploads/2017/01/A-Simple-Framework-for-Building-Predictive-Models.pdf

Sobhan Sarkar

Dear dash,

Kindly refer to the following papers:

1. Cox, D. R. (2018). Analysis of binary data. Routledge.

4. Junqué de Fortuny, E., Martens, D., & Provost, F. (2013). Predictive modeling with big data: is bigger really better?. Big Data, 1(4), 215-226.

Thanks,

Sobhan

Peter Wlodarczak

That depends on your problem at hand. Sounds like you want to train a classifier. It is good practice to begin with a simple one such as Bayesian or kNN and see how well it performs. If the accuracy is insufficient, go for a more sophisticated one such as SVM or Logit.

How to compare two groups with only two measurements?

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What are some of the research gaps in machine learning and artificial intelligence in africa?

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10?

After a reference from Int J Body Compos Res, can any body help?

How to increase a model accuracy ?

1. What is the impact of having different scales in a survey? and how can we solve this problem before and after data collection (Literature)?

What techniques can I use to determine the miscibility of polymer blends?

What degree of missing data in a particular case/participant results in Expectation-Maximisation no longer working?

How to repeat an operation on an atom selection for multiple times in PyMol?