Fold 0 - Understanding why coefficient -200748086 was selected
Tag: BABY PINK
Selected Coefficient: -200748086
Taxonomy Path: -1.1.13.12.5
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? |
|---|---|---|---|---|---|
| -200748086 | 2.000000 | -1.1.13.12.5 | -5.12.13.1.1 (-(5*79^4 + 12*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 162425 | 2.000000 | 1.2.26 | 26.2.1 (26*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 117848408 | 2.000000 | 0.74.1.2.3 | 3.2.1.74.0 (3*79^4 + 2*79^3 + 6241 + 74*79) | No |
These are the training products that have the "BABY PINK" tag (processing sequence 733). 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 |
|---|---|---|---|---|---|---|---|
| 1667 | Maia Cape - 100% Cotton Knit | 117848408 | GOLD | 318596494 | COTTON | ||
| 1697 | Sara Scarf - 100% Cotton Knit | 162425 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 200910511 | COTTON, SS SCARF STOLE | |
| 1535 | Firenze Cape - 10% Cashmere / 40% Merino Blend Knit | -200748086 | BLEND, IVORY | 0 | CAPE SHAWL |