Samples - Predictive Analytics to schedule employee jobs

[Jon Elster]

Hi

Do you have any samples or suggestion how I can use your Predictive Analytics to schedule employee  jobs. Say, I have 10 workers and 10 projects how can I create a simple scheduling system based on project times and workers availability.

thx in advance

[Kavinraj Singaravelan]

Hi Jon, 

Thank you for contacting Syncfusion support. 

Note: Based upon your data, you need to choose appropriate Predictive model. We assumed you have structured data and trying to predict output on different conditions.  

For your requirement, we suggest you to use decision tree or random forest algorithm. You can find the below documentation for how to create the specified models in R. 

https://mvc.syncfusion.com/demos/web/predictiveanalytics/randomforestiris 

https://mvc.syncfusion.com/demos/web/predictiveanalytics/treemodeltitanic 

Once your model is prepared you can convert your model file to PMML format by the help of below documentation link. 

https://rdrr.io/cran/r2pmml/man/r2pmml.html 

Syncfusion PMML base is a library which can be used for .NET applications. Syncfusion PMML Base only evaluates your input model (PMML) file with the given input and predict the results. Currently, We don’t have support to create any ML models using our library. Syncfusion library was implemented the calculations based on the dmg site. 

The below help documentation link gives you the complete details about Syncfusion PMML Base. 

https://help.syncfusion.com/predictive-analytics/pmml-execution-engine/overview 

Please let us know if you have any questions. 

Regards, 

Kavinraj 

[Nick]

Thanks for this interesting information!

[Renuka N]

Hi Nick,

You are most welcome.

Please let us know if any assistance need.

Thanks,

Renuka N