Fold 0 - Understanding why coefficient -2190830 was selected
Tag: FINAL SALE
Selected Coefficient: -2190830
Taxonomy Path: -2.3.35.4
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? |
|---|---|---|---|---|---|
| -2190830 | 2.000000 | -2.3.35.4 | -4.35.3.2 (-(4*79^3 + 35*79^2 + 3*79 + 2)) | Yes | |
| 2533846 | 2.000000 | 0.0.11.5 | 5.11.0.0 (5*79^3 + 11*79^2) | No | |
| 3488799 | 2.000000 | 1.1.6.7 | 7.6.1.1 (7*79^3 + 6*79^2 + 79 + 1) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 1378). 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 |
|---|---|---|---|---|---|---|---|
| 10659 | Ina Blouse in Silk Houndstooth | 3488799 | BUTTON DOWN | 5679629 | PRINTS | ||
| 10657 | Cass Dress in Black | 2533846 | DRESS, ELEVATED ESSENTIAL | 4724676 | none | ||
| 10655 | Large Silk Print Scarf Lava Party | -2190830 | SCARF, ACCESSORIES, FAIRE | 0 | none |