Fold 1 - Understanding why coefficient -3133221 was selected
Tag: FINAL SALE
Selected Coefficient: -3133221
Taxonomy Path: -2.3.28.6
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 1972156 | 5.012658 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No | |
| 3326374 | 5.012658 | 0.78.58.6 | 6.58.78.0 (6*79^3 + 58*79^2 + 78*79) | No | |
| -1198590 | 5.012658 | -2.4.34.2 | -2.34.4.2 (-(2*79^3 + 34*79^2 + 4*79 + 2)) | No | |
| -3133221 | 5.012658 | -2.3.28.6 | -6.28.3.2 (-(6*79^3 + 28*79^2 + 3*79 + 2)) | Yes | |
| -998640 | 6.000000 | -1.1.2.2 | -2.2.1.1 (-(2*79^3 + 2*79^2 + 79 + 1)) | No | |
| -1361015 | 6.000000 | -3.6.60.2 | -2.60.6.3 (-(2*79^3 + 60*79^2 + 6*79 + 3)) | No | |
| 5460955 | 6.000000 | 1.1.6.11 | 11.6.1.1 (11*79^3 + 6*79^2 + 79 + 1) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 1374). 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 |
|---|---|---|---|---|---|---|---|
| 10660 | Ina Blouse in Black Cupro | 5460955 | BUTTON DOWN, ELEVATED ESSENTIAL | 8594176 | none | ||
| 10659 | Ina Blouse in Silk Houndstooth | 3326374 | SILK, BUTTON DOWN | 6459595 | none | ||
| 10658 | Tracee Pants in Houndstooth Tencel | 1972156 | BOTTOMS | 5105377 | none | ||
| 10657 | Cass Dress in Black | -998640 | DRESS, ELEVATED ESSENTIAL | 2134581 | none | ||
| 10649 | Large Silk Print Scarf Houndstooth | -1198590 | SILK, ACCESSORIES, FAIRE | 1934631 | none | ||
| 10655 | Large Silk Print Scarf Lava Party | -1361015 | SCARF, SILK, ACCESSORIES, FAIRE | 1772206 | none | ||
| 10656 | Cass Dress in Houndstooth Silk | -3133221 | DRESS, SILK | 0 | none |