Fold 0 - Understanding why coefficient 14128 was selected
Tag: ARTS-AND-CRAFTS
Selected Coefficient: 14128
Taxonomy Path: 18.4.2
Taxonomy Name: Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 14128 | 2.000000 | 18.4.2 | 2.4.18 (2*83^2 + 4*83 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | Yes |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 143525595 | 4.000000 | 3.2.1.2.3 | 3.2.1.2.3 (3*83^4 + 2*83^3 + 6889 + 2*83 + 3) | No |
These are the training products that have the "ARTS-AND-CRAFTS" tag (processing sequence 3876). 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 |
|---|---|---|---|---|---|---|---|
| 7986 | OOLY Rainbow Sparkle Glitter Markers | 143525595 | none | 143511467 | TOYS-FOR-9-10-YEAR-OLDS | ||
| 7959 | OOLY Tutti Fruitti Scented Pens | 14128 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 0 | TOYS-FOR-9-10-YEAR-OLDS, UNDER-10 | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 14128 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 0 | TOYS-FOR-9-10-YEAR-OLDS | |
| 7987 | OOLY Oh My Glitter! Neon Highlighters | 14128 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 0 | TOYS-FOR-9-10-YEAR-OLDS | |
| 8022 | Klutz Sweet Dreams DIY Kit | 0 | CRAFT-KITS | -14128 | TOYS-FOR-9-10-YEAR-OLDS |