Fold 0 - Understanding why coefficient 3563691 was selected
Tag: CLOSED TOE
Selected Coefficient: 3563691
Taxonomy Path: 1.1.18.7
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Hold Up Socks
Products with this tag: 13
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3563691 | 2.000170 | 1.1.18.7 | 7.18.1.1 (7*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Hold Up Socks | Yes |
| 4056730 | 2.000170 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
| 2995760 | 2.001602 | 1.1.6.6 | 6.6.1.1 (6*79^3 + 6*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Lingerie > Hosiery | No |
| 0 | 11.000000 | 0 | 0 (0) | No |
These are the training products that have the "CLOSED TOE" tag (processing sequence 2562). 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 |
|---|---|---|---|---|---|---|---|
| 2297 | Sigvaris Diaphane Below Knee Closed Toe - Class 3 (20-36mmHg) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 493039 | none | |
| 2288 | Sigvaris Coton Below Knee (ladies closed toe, 15-20mmHg compression) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 493039 | none | |
| 2269 | Lady Gloria Below Knee Closed Toe (compression class 12-15mmHg) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 493039 | none | |
| 2290 | Sigvaris Cotton Below Knee Closed Toe - Class 1 (18-21mmHg) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 493039 | none | |
| 2299 | Sigvaris Expert Ladies Below Knee Closed Toe - Class 3 (20-36mmHg) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 493039 | none | |
| 2312 | Venotrain Soft Thigh High Closed Toe With Dotted Silicone Top Band - Class 2 (23-32mmHg) | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 0 | none | |
| 2242 | Sigvaris Comfort Thigh High Closed Toe Without Grip Top - Normal Length - Class 2 (23-32mmHg) | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 0 | none | |
| 2280 | Lady Gloria Thigh High Closed Toe With Grip (compression class 12-15mmHg) | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 0 | none | |
| 2289 | Sigvaris Coton Thigh High Hold Ups (ladies closed toe, 15-20mmHg compression) | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 0 | none | |
| 2300 | Sigvaris Expert Ladies Thigh High Closed Toe With Grip Top - Class 3 (20-36mmHg) | 3563691 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | 0 | none | |
| 2284 | Lady Gloria Tights Closed Toe (compression class 18-20mmHg) | 2995760 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | -567931 | none | |
| 2267 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Closed Toes | 0 | BELOW KNEE | -3563691 | none | ||
| 2236 | Gloria Med Soft Below Knee Closed Toe - Class 2 (23-32mmHg) | 0 | GLORIA | -3563691 | none |