Fold 1 - Understanding why coefficient 25216 was selected
Tag: BOY OTHER
Selected Coefficient: 25216
Taxonomy Path: 15.3.4
Taxonomy Name: Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 25216 | 2.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | Yes |
| 2022645 | 2.000000 | 8.7.8.4 | 4.8.7.8 (4*79^3 + 8*79^2 + 7*79 + 8) | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | No |
| 3014822 | 2.000000 | 24.5.9.6 | 6.9.5.24 (6*79^3 + 9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | No |
These are the training products that have the "BOY OTHER" tag (processing sequence 3998). 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 |
|---|---|---|---|---|---|---|---|
| 18094 | Heebie Jeebies Clip Circuit - Noisy Lab | 3014822 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 2989606 | BOY GIFT, TECH | |
| 18058 | Stormtrooper Silicone Airpods Case | 2022645 | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | none | 1997429 | BOY GIFT, TECH | |
| 17880 | Gentlemen's Toiletry Bag | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 0 | BAGS AND TOTES, BATH AND BEAUTY, BOY GIFT |