Fold 2 - Understanding why coefficient 69555 was selected
Tag: HEELS
Selected Coefficient: 69555
Taxonomy Path: 1.8.10
Taxonomy Name:
Products with this tag: 15
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 69555 | 0.000290 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | Yes | |
| 41999 | 0.001887 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | No |
These are the training products that have the "HEELS" tag (processing sequence 2364). 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 |
|---|---|---|---|---|---|---|---|
| 29140 | Isadora Triangle Heels | 69555 | none | 0 | LDSALE | ||
| 7563 | Aris Allen 1940s Women's Nude Criss-Cross 3-Buckle Burlesque Pump *COSMETIC DEFECT* | 69555 | none | 0 | none | ||
| 7564 | Aris Allen Women's Black Wingtip Mary Jane Dance Shoes *COSMETIC DEFECT* | 69555 | none | 0 | none | ||
| 7565 | Aris Allen Women's Black and White Wingtip Mary Jane Dance Shoes *COSMETIC DEFECT* | 69555 | none | 0 | none | ||
| 7591 | Aris Allen Women's Red Mary Jane Dance Shoes with Red Faux Lizard Accents | 69555 | none | 0 | none | ||
| 7681 | Aris Allen Women's Ivory Mary Jane Dance Shoes with Brown Faux Lizard Accents | 69555 | none | 0 | none | ||
| 23511 | Maxine Slingback Metallic - Silver | 69555 | none | 0 | SHOE THE BEAR | ||
| 23615 | Carla - Powder | 69555 | none | 0 | SHOE THE BEAR, POWDER | ||
| 23638 | Emily - Caramel | 69555 | none | 0 | SHOE THE BEAR | ||
| 23639 | Emily - Powder | 69555 | none | 0 | SHOE THE BEAR, POWDER | ||
| 23992 | Sophie - Black | 69555 | none | 0 | SHOE THE BEAR | ||
| 29129 | Merve Block Heels - Orange | 69555 | none | 0 | LDSALE | ||
| 29139 | Merve Block Heels - Black | 69555 | none | 0 | LDSALE | ||
| 24352 | Madison Judith Block Heel Sandals - Yellow Floral | 41999 | none | -27556 | none | ||
| 353 | Standing Tall Square Toe Block Heel Sandals in Taupe | 41999 | none | -27556 | none |