Fold 1 - Understanding why coefficient 69555 was selected
Tag: HEELS
Selected Coefficient: 69555
Taxonomy Path: 1.8.10
Taxonomy Name:
Products with this tag: 13
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 | 1.000000 | 1.8.10 | 10.8.1 (10*83^2 + 8*83 + 1) | Yes | |
| 0 | 12.000000 | 0 | 0 (0) | No |
These are the training products that have the "HEELS" tag (processing sequence 2274). 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 | none | ||
| 7590 | Aris Allen Women's Black Faux Lizard Oxford Dance Shoes with Ribbon Laces - fits Wide | 69555 | none | 0 | none | ||
| 7591 | Aris Allen Women's Red Mary Jane Dance Shoes with Red Faux Lizard Accents | 69555 | none | 0 | US-SIZE-10 | ||
| 7592 | Aris Allen Women's Black Mary Jane Dance Shoes with Black Faux Lizard Accents | 69555 | none | 0 | none | ||
| 7680 | Aris Allen Women's Ivory Mary Jane Dance Shoes with Red Faux Lizard Accents | 69555 | none | 0 | none | ||
| 23511 | Maxine Slingback Metallic - Silver | 69555 | none | 0 | none | ||
| 23637 | Emily - Black | 69555 | none | 0 | none | ||
| 23638 | Emily - Caramel | 69555 | none | 0 | none | ||
| 23639 | Emily - Powder | 69555 | none | 0 | none | ||
| 23992 | Sophie - Black | 69555 | none | 0 | none | ||
| 23993 | Sophie Metallic - Silver | 69555 | none | 0 | none | ||
| 29139 | Merve Block Heels - Black | 69555 | none | 0 | none | ||
| 353 | Standing Tall Square Toe Block Heel Sandals in Taupe | 0 | SANDALS | -69555 | none |