Fold 4 - Understanding why coefficient 12816 was selected
Tag: ARTS-AND-CRAFTS
Selected Coefficient: 12816
Taxonomy Path: 18.4.2
Taxonomy Name: Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 12816 | 1.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ARTS-AND-CRAFTS" tag (processing sequence 2396). 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 |
|---|---|---|---|---|---|---|---|
| 7959 | OOLY Tutti Fruitti Scented Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 0 | none | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 0 | 10-25 | |
| 7998 | Klutz Friendship Wish Bracelets | 0 | KLUTZ-BOOKS | -12816 | 10-25 |