Fold 3 - Understanding why coefficient -4064510 was selected
Tag: WAREHOUSE
Selected Coefficient: -4064510
Taxonomy Path: -0.0.9.7
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4064510 | 1.000145 | -0.0.9.7 | -7.9.0.0 (-(7*83^3 + 9*83^2)) | Yes | |
| 0 | 1.000145 | 0 | 0 (0) | No | |
| -661428 | 2.000000 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | No |
These are the training products that have the "WAREHOUSE" tag (processing sequence 6319). 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 |
|---|---|---|---|---|---|---|---|
| 28286 | Marjo Denim Mini Skirt | 0 | SKIRTS | 4064510 | FINAL SALE, ONLINE | ||
| 28276 | Elvina Blouse | -661428 | BLOUSES, TOPS & TEES | 3403082 | FINAL SALE | ||
| 28069 | Kleo Mini Dress | -4064510 | CYBER | 0 | FINAL SALE, ONLINE |