Production Line Outsourcing Decisions at Arrival Time

Dataset DescriptionThe dataset contains samples representing the state of a production line when a new order arrives. Each row includes the queue size, whether the line is currently processing a batch, the remaining time to finish that batch, the average interarrival time of orders, and the quantity under process.The target variable indicates whether the incoming order should be outsourced Dataset Column Definitions queue_size: Number of orders currently waiting in the production queue. line_engaged:Indicates whether the production line is currently processing a batch(1 = engaged, 0 = idle). time_to_finish: Estimated time (in minutes) required to complete the batch currently in process. Zero when the line is idle. avg_interarrival:Average time (in minutes) between incoming orders. quantity_under_process:Number of units currently being processed in the active batch.Zero when the line is idle. outsource:Decision label indicating whether the incoming order should be outsourced(1 = outsource, 0 = process internally).