We are trying to solve a business problem as follows.
Problem Statement: To assign the task to a Employee based on his historical data who can complete the task quickly
Data Structure: Employee Name, Task Type, Item Id, Category, Product Volume, Product Quanitiy, TimeOfTheDay, DayofTheWeek, Source Location, Destination Location, Time Taken
Task here is Packing.
We are trying to build a model in R and struggling to find the right approach for this. Would be helpful if anyone can suggest a right approach?