Fold 2 - Understanding why coefficient 25044 was selected
Tag: FINAL SALE
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 25044 | 3.000002 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 1997200 | 3.000002 | 1.1.4.4 | 4.4.1.1 (4*79^3 + 4*79^2 + 79 + 1) | No | |
| -5117859 | 4.000000 | -2.3.30.10 | -10.30.3.2 (-(10*79^3 + 30*79^2 + 3*79 + 2)) | No | |
| -4955434 | 4.000000 | -1.1.4.10 | -10.4.1.1 (-(10*79^3 + 4*79^2 + 79 + 1)) | No | |
| 1972156 | 4.000000 | 0.0.0.4 | 4.0.0.0 (4*79^3) | No |
These are the training products that have the "FINAL SALE" tag (processing sequence 1376). 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 | 1997200 | BUTTON DOWN, ELEVATED ESSENTIAL | 1972156 | none | ||
| 10658 | Tracee Pants in Houndstooth Tencel | 1972156 | BOTTOMS | 1947112 | PRINTS | ||
| 10656 | Cass Dress in Houndstooth Silk | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | PRINTS, SILK, DRESS | |
| 10649 | Large Silk Print Scarf Houndstooth | -4955434 | ACCESSORIES, FAIRE | -4980478 | PRINTS, SILK | ||
| 10655 | Large Silk Print Scarf Lava Party | -5117859 | SCARF, ACCESSORIES, FAIRE | -5142903 | SILK |