Fold 3 - Understanding why coefficient 181408 was selected
Tag: TOYS-FOR-7-8-YEAR-OLDS
Selected Coefficient: 181408
Taxonomy Path: 24.5.29
Taxonomy Name: Toys & Games > Toys > Sensory Toys
Products with this tag: 7
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 181408 | 4.000160 | 24.5.29 | 29.5.24 (29*79^2 + 5*79 + 24) | Toys & Games > Toys > Sensory Toys | Yes |
| 6660 | 4.000320 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 12816 | 5.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
These are the training products that have the "TOYS-FOR-7-8-YEAR-OLDS" tag (processing sequence 3767). 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 |
|---|---|---|---|---|---|---|---|
| 7692 | Crazy Aaron's Rose Lagoon Thinking Putty | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | none | |
| 7683 | Crazy Aaron's Enchanting Unicorn Glow Thinking Putty | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | none | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -168592 | none | |
| 7987 | OOLY Oh My Glitter! Neon Highlighters | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -168592 | none | |
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 6660 | Toys & Games > Toys > Activity Toys | none | -174748 | none | |
| 7606 | Swimline Hot Dog Battle Float Set | 0 | OVER-25 | -181408 | none | ||
| 8022 | Klutz Sweet Dreams DIY Kit | 0 | CRAFT-KITS | -181408 | none |