Fold 1 - Understanding why coefficient 2954098 was selected
Tag: CLOSED TOE
Selected Coefficient: 2954098
Taxonomy Path: 1.1.18.8
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Knee Socks
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| 2954098 | 2.000606 | 1.1.18.8 | 8.18.1.1 (8*71^3 + 18*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | Yes |
| 2596187 | 2.000612 | 1.1.18.7 | 7.18.1.1 (7*71^3 + 18*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Socks > Hold Up Socks | No |
| 2177784 | 2.001984 | 1.1.6.6 | 6.6.1.1 (6*71^3 + 6*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Lingerie > Hosiery | No |
| 121068 | 13.000000 | 13.1.24 | 24.1.13 (24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
These are the training products that have the "CLOSED TOE" tag (processing sequence 16). 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 |
|---|---|---|---|---|---|---|---|
| 2296 | Sigvaris Diaphane Below Knee Closed Toe - Class 2 (15-20mmHg) | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2288 | Sigvaris Coton Below Knee (ladies closed toe, 15-20mmHg compression) | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2235 | Gloria Med Soft Below Knee Closed Toe - Class 1 (18-21mmHg) | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2267 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Closed Toes | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | BELOW KNEE | |
| 2236 | Gloria Med Soft Below Knee Closed Toe - Class 2 (23-32mmHg) | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2299 | Sigvaris Expert Ladies Below Knee Closed Toe - Class 3 (20-36mmHg) | 2954098 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2312 | Venotrain Soft Thigh High Closed Toe With Dotted Silicone Top Band - Class 2 (23-32mmHg) | 2596187 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -357911 | none | |
| 2280 | Lady Gloria Thigh High Closed Toe With Grip (compression class 12-15mmHg) | 2596187 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -357911 | NON PRESCRIPTION | |
| 2289 | Sigvaris Coton Thigh High Hold Ups (ladies closed toe, 15-20mmHg compression) | 2596187 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -357911 | none | |
| 2300 | Sigvaris Expert Ladies Thigh High Closed Toe With Grip Top - Class 3 (20-36mmHg) | 2596187 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -357911 | none | |
| 2282 | Lady Gloria Thigh High Closed Toe With Grip (compression class 24-30mmHg) | 2177784 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | -776314 | NON PRESCRIPTION | |
| 2281 | Lady Gloria Thigh High Closed Toe With Grip (compression class 18-20mmHg) | 2177784 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | -776314 | NON PRESCRIPTION | |
| 2284 | Lady Gloria Tights Closed Toe (compression class 18-20mmHg) | 2177784 | Apparel & Accessories > Clothing > Lingerie > Hosiery | none | -776314 | NON PRESCRIPTION | |
| 2298 | Sigvaris Diaphane Thigh High Closed Toe With Grip Top - Class 2 (15-20mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | -2833030 | none | |
| 2243 | Sigvaris Comfort Thigh High Closed Toe Without Grip Top - Short Length - Class 1 (18-21mmHg) | 121068 | Health & Beauty > Health Care > Supports & Braces | none | -2833030 | none |