Fold 1 - Understanding why coefficient 4698382 was selected
Tag: CLOSED TOE
Selected Coefficient: 4698382
Taxonomy Path: 1.1.18.8
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Knee Socks
Products with this tag: 18
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 4698382 | 10.000005 | 1.1.18.8 | 8.18.1.1 (8*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | Yes |
| 4126595 | 10.000009 | 1.1.18.7 | 7.18.1.1 (7*83^3 + 18*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Socks > Hold Up Socks | No |
| 0 | 12.000290 | 0 | 0 (0) | No | |
| 1226242 | 12.000582 | 0.0.12.2 | 2.12.0.0 (2*83^3 + 12*83^2) | No | |
| 654455 | 12.000582 | 0.0.12.1 | 1.12.0.0 (571787 + 12*83^2) | No | |
| 4532950 | 16.000000 | 71.82.76.7 | 7.76.82.71 (7*83^3 + 76*83^2 + 82*83 + 71) | No | |
| 165432 | 16.000000 | 13.1.24 | 24.1.13 (24*83^2 + 83 + 13) | No |
These are the training products that have the "CLOSED TOE" tag (processing sequence 4404). 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) | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2296 | Sigvaris Diaphane Below Knee Closed Toe - Class 2 (15-20mmHg) | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2288 | Sigvaris Coton Below Knee (ladies closed toe, 15-20mmHg compression) | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2290 | Sigvaris Cotton Below Knee Closed Toe - Class 1 (18-21mmHg) | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2299 | Sigvaris Expert Ladies Below Knee Closed Toe - Class 3 (20-36mmHg) | 4698382 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 2235 | Gloria Med Soft Below Knee Closed Toe - Class 1 (18-21mmHg) | 4532950 | GLORIA | -165432 | GARDAMED | ||
| 2236 | Gloria Med Soft Below Knee Closed Toe - Class 2 (23-32mmHg) | 4532950 | GLORIA | -165432 | GARDAMED | ||
| 2300 | Sigvaris Expert Ladies Thigh High Closed Toe With Grip Top - Class 3 (20-36mmHg) | 4126595 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -571787 | none | |
| 2242 | Sigvaris Comfort Thigh High Closed Toe Without Grip Top - Normal Length - Class 2 (23-32mmHg) | 4126595 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -571787 | none | |
| 2289 | Sigvaris Coton Thigh High Hold Ups (ladies closed toe, 15-20mmHg compression) | 4126595 | Apparel & Accessories > Clothing > Socks > Hold Up Socks | none | -571787 | none | |
| 2269 | Lady Gloria Below Knee Closed Toe (compression class 12-15mmHg) | 1226242 | LADY GLORIA | -3472140 | GARDAMED | ||
| 2280 | Lady Gloria Thigh High Closed Toe With Grip (compression class 12-15mmHg) | 654455 | LADY GLORIA | -4043927 | GARDAMED | ||
| 2298 | Sigvaris Diaphane Thigh High Closed Toe With Grip Top - Class 2 (15-20mmHg) | 165432 | none | -4532950 | none | ||
| 2243 | Sigvaris Comfort Thigh High Closed Toe Without Grip Top - Short Length - Class 1 (18-21mmHg) | 165432 | none | -4532950 | none | ||
| 2284 | Lady Gloria Tights Closed Toe (compression class 18-20mmHg) | 0 | LADY GLORIA | -4698382 | GARDAMED | ||
| 2281 | Lady Gloria Thigh High Closed Toe With Grip (compression class 18-20mmHg) | 0 | LADY GLORIA | -4698382 | GARDAMED | ||
| 2267 | Juzo Soft Class 2 Below Knee Socks with Soft Top Border and Closed Toes | 0 | BELOW KNEE | -4698382 | none | ||
| 2282 | Lady Gloria Thigh High Closed Toe With Grip (compression class 24-30mmHg) | 0 | LADY GLORIA | -4698382 | GARDAMED |