Fold 0 - Understanding why coefficient -992480 was selected
Tag: BLACK AND WHITE
Selected Coefficient: -992480
Taxonomy Path: -3.2.1.2
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -992480 | 1.000000 | -3.2.1.2 | -2.1.2.3 (-(2*79^3 + 6241 + 2*79 + 3)) | Yes | |
| 196953853 | 1.000000 | 59.4.37.4.5 | 5.4.37.4.59 (5*79^4 + 4*79^3 + 37*79^2 + 4*79 + 59) | No |
These are the training products that have the "BLACK AND WHITE" tag (processing sequence 3294). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 196953853 | WEDDING GIFTS, ANNIVERSARY GIFTS | 197946333 | MOTHERS DAY | ||
| 14046 | Island Life in Black | -992480 | PALM TREE, BRITISH COLONIAL STYLE | 0 | none |