Fold 1 - Understanding why coefficient -6636 was selected
Tag: MONTH SPECIAL
Selected Coefficient: -6636
Taxonomy Path: -0.5.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -6636 | 1.012658 | -0.5.1 | -1.5.0 (-(6241 + 5*79)) | Yes | |
| 0 | 1.025316 | 0 | 0 (0) | No | |
| 808 | 3.000000 | 18.10 | 10.18 (10*79 + 18) | Office Supplies > Office Equipment | No |
These are the training products that have the "MONTH SPECIAL" tag (processing sequence 3158). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 6490 | 004 Richelieu "Flexa" Floating Dual Monitor Arm Set, Silver | 808 | Office Supplies > Office Equipment | none | 7444 | none | |
| 6575 | 002 Closeout: Electric Height Adjustable Base, Assorted Size Tops | 0 | SHOWROOM SPECIAL | 6636 | none | ||
| 6576 | 005 Showroom Special: Hon H2281.VA10T Ergonomic Chair | -6636 | SHOWROOM SPECIAL | 0 | none | ||
| 6577 | 02 ABI S45-77 Multifunction Ergonomic Task chair | -6636 | SHOWROOM SPECIAL | 0 | none |