Fold 4 - Understanding why coefficient 3997585 was selected
Tag: PANTS
Selected Coefficient: 3997585
Taxonomy Path: 1.1.12.11
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Trousers
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 3997585 | 4.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 4360537 | 4.000595 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| -362952 | 5.000397 | -0.0.1.1 | -1.1.0.0 (-(357911 + 5041)) | No | |
| 0 | 5.000397 | 0 | 0 (0) | No | |
| 1749227 | 5.000397 | 0.0.63.4 | 4.63.0.0 (4*71^3 + 63*71^2) | No | |
| -3584223 | 7.000000 | -1.1.1.10 | -10.1.1.1 (-(10*71^3 + 5041 + 71 + 1)) | No |
These are the training products that have the "PANTS" tag (processing sequence 1817). 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 |
|---|---|---|---|---|---|---|---|
| 349 | Curvy Jeans | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | JEANS | 362952 | none | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 9123 | Tulip Black Pant | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 10253 | Weinrote Damen Samt Schlaghose mit Blumenmuster | 1749227 | BOTTOMS | -2248358 | none | ||
| 268 | High Waisted Yoga Leggings | 0 | LEGGINGS, ALL OVER PRINT, BOTTOMS, MADE IN USA | -3997585 | SUBLIMATION, TROUSERS | ||
| 1067 | Sybil Trogger | -362952 | GREEN | -4360537 | TROUSERS | ||
| 1478 | Black Gumball Board Shorts | -3584223 | BOTTOMS, GAZZY BY GAZZO, LIFE | -7581808 | SWIM |