I am currently working on a project which requires me to predict if there might be an delay in delivery of the consignments. Any particular consignment would have a lane decided. per say if an consignment is supposed to go from Delhi to Chennai. It might pass thought various hubs.
sender -> Pickuphub(at delhi) -> mother hub (at Bhopal) -> delivery hub (chennai) -> receiver.
Lets say there are about 25 pickup hubs, 16 mother hubs and 30 delivery hubs. So the total number of combinations would be 25 X 16 X 30. any time further than the promised time is considered as a delay.
So can i use logistic regression for finding true/false for the predicting the delay. I m using xlminer on excel to test the data.