Fold 4 - Understanding why coefficient 2022645 was selected
Tag: BOY GIFT
Selected Coefficient: 2022645
Taxonomy Path: 8.7.8.4
Taxonomy Name: Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories
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? |
|---|---|---|---|---|---|
| 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 | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 3014822 | 3.000000 | 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 GIFT" tag (processing sequence 3011). 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 | 992177 | PRICE_UNDER $20, TECH | |
| 18052 | Spiderman Silicone Airpods Case | 2022645 | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | none | 0 | TECH | |
| 18058 | Stormtrooper Silicone Airpods Case | 2022645 | Electronics > Electronics Accessories > Computer Accessories > Handheld Device Accessories | none | 0 | TECH | |
| 17880 | Gentlemen's Toiletry Bag | 0 | BAGS AND TOTES | -2022645 | none |