Fold 1 - Understanding why coefficient -79098331 was selected
Tag: BLACK LACE
Selected Coefficient: -79098331
Taxonomy Path: -0.0.0.8.3
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -79098331 | 3.000008 | -0.0.0.8.3 | -3.8.0.0.0 (-(3*71^4 + 8*71^3)) | Yes | |
| 0 | 3.000008 | 0 | 0 (0) | No | |
| 79098331 | 3.000011 | 0.0.0.8.3 | 3.8.0.0.0 (3*71^4 + 8*71^3) | No | |
| 1104051 | 6.000003 | 1.1.6.3 | 3.6.1.1 (3*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Bras | No |
| 156437425 | 6.000003 | 1.1.6.11.6 | 6.11.6.1.1 (6*71^4 + 11*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Thongs | No |
| -1104051 | 7.000000 | -1.1.6.3 | -3.6.1.1 (-(3*71^3 + 6*71^2 + 71 + 1)) | No |
These are the training products that have the "BLACK LACE" tag (processing sequence 754). 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 |
|---|---|---|---|---|---|---|---|
| 139 | Lace Thong | 156437425 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Thongs | none | 235535756 | none | |
| 145 | Ouvert Panty | 79098331 | MESH | 158196662 | none | ||
| 140 | Lace Underwire Bra | 1104051 | Apparel & Accessories > Clothing > Lingerie > Bras | none | 80202382 | Apparel & Accessories > Clothing > Lingerie > Women's Underpants > Briefs | none |
| 118 | High-Waist Lace Brief | 0 | UNDERWEAR | 79098331 | none | ||
| 144 | Lace and Tulle Soft Bra | 0 | MESH | 79098331 | none | ||
| 129 | Lace Brief | -1104051 | MESH, UNDERWEAR | 77994280 | none | ||
| 130 | Lace Triangle Soft Bra | -79098331 | UNDERWEAR | 0 | none | ||
| 141 | Lace Bralette | -79098331 | UNDERWEAR | 0 | none |