Fold 3 - Understanding why coefficient -2510418 was selected
Tag: TROUSERS
Selected Coefficient: -2510418
Taxonomy Path: -0.0.1.7
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -2510418 | 3.000598 | -0.0.1.7 | -7.1.0.0 (-(7*71^3 + 5041)) | Yes | |
| 3574069 | 3.000598 | 0.0.70.9 | 9.70.0.0 (9*71^3 + 70*71^2) | No | |
| -1431644 | 3.000598 | -0.0.0.4 | -4.0.0.0 (-(4*71^3)) | No | |
| 0 | 3.000598 | 0 | 0 (0) | No | |
| -367993 | 3.000793 | -0.0.2.1 | -1.2.0.0 (-(357911 + 2*71^2)) | No | |
| 3997585 | 6.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 1804750 | 6.000198 | 1.1.3.5 | 5.3.1.1 (5*71^3 + 3*71^2 + 71 + 1) | No | |
| -9028665 | 7.000000 | -21.3.16.25 | -25.16.3.21 (-(25*71^3 + 16*71^2 + 3*71 + 21)) | No |
These are the training products that have the "TROUSERS" tag (processing sequence 1344). 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 |
|---|---|---|---|---|---|---|---|
| 1030 | Utility Tie Waist Trouser | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 6508003 | none | |
| 2407 | Stretch Magic Trousers | 3574069 | FITS SIZE 16 | 6084487 | none | ||
| 1567 | LYNX Organic Cotton Trouser - Purple | 1804750 | ORGANIC COTTON | 4315168 | none | ||
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS, ALL OVER PRINT, BOTTOMS, MADE IN USA, PANTS, SUBLIMATION | 2510418 | none | ||
| 2420 | Suzie Blue Tie Dye Kaftan & Trousers Co-Ord | -367993 | FITS SIZE 16 | 2142425 | none | ||
| 1067 | Sybil Trogger | -1431644 | PANTS | 1078774 | none | ||
| 2336 | Marble White Slim Jeans | -2510418 | FITS SIZE 16, FITS SIZE 18 | 0 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -9028665 | SWEATSHIRT, FITS SIZE 16, FITS SIZE 18, SALE | -6518247 | SALOOS |