Table 1.
Dataset description.
| Feature Name | Description | Type |
|---|---|---|
| national inv | Current inventory level of component | Numerical |
| lead time | Transit time | Numerical |
| in transit qty | Quantity in transit | Numerical |
| forecast x month | Forecast sales for the net 3, 6, 9 months, where x represents the months | Numerical |
| sales x month | Sales quantity for the prior 1, 3, 6, 9 months, where x represents the months | Numerical |
| min bank | Minimum recommended amount in stock | Numerical |
| potential issue | Indictor variable noting potential issue with item | Categorical |
| pieces past due | Parts overdue from source | Numerical |
| perf x months avg | Source performance in the last 6 and 12 months, where x represents the months | Categorical |
| local bo qty | Amount of stock orders overdue | Numerical |
| X17–X22 | General Risk Flags | |
| deck risk, oe constraint, ppap risk, stop auto buy, rev stop | Different Flags (Yes or No) set for the product | Categorical |
| went on back order | Product went on backorder | Categorical |