Fold 1 - Understanding why coefficient 4056730 was selected
Tag: WOMENS
Selected Coefficient: 4056730
Taxonomy Path: 1.1.18.8
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Knee Socks
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 4056730 | 8.000164 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | Yes |
| 3563691 | 8.000168 | 1.1.18.7 | 7.18.1.1 (7*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Hold Up Socks | No |
| 117349603 | 8.000961 | 1.1.1.1.3 | 3.1.1.1.1 (3*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -1098496 | 13.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | No |
These are the training products that have the "WOMENS" tag (processing sequence 2516). 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 |
|---|---|---|---|---|---|---|---|
| 11109 | Women's Spring Classics Knicks | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 113292873 | none | |
| 10177 | Thick cable knit thigh high socks - Pink | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 10200 | Thick cable knit thigh high socks - Dark Red | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 10203 | Thick cable knit thigh high socks - Red | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 10205 | Thick cable knit thigh high socks - Black | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 10202 | Thick cable knit thigh high socks - Light Grey | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -493039 | none | |
| 10204 | Thick cable knit thigh high socks - White | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -493039 | none | |
| 11332 | Cali Me Maybe | 0 | ATHLETIC | -4056730 | none | ||
| 11247 | Pretty Liar | 0 | ATHLETIC | -4056730 | none | ||
| 11267 | Mary-Jane Austen | 0 | ATHLETIC | -4056730 | none | ||
| 11279 | Lily Vanilli | 0 | ATHLETIC | -4056730 | none | ||
| 11281 | Ladybird | 0 | ATHLETIC | -4056730 | BIRDS | ||
| 11306 | Ikatching | 0 | ATHLETIC | -4056730 | none | ||
| 11314 | Heaven Cent | -1098496 | CLOUDS, ATHLETIC | -5155226 | none | ||
| 11248 | Mellow Yellow | -1098496 | PASTEL, ATHLETIC | -5155226 | none |