Fold 0 - 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: 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? |
|---|---|---|---|---|---|
| 3997585 | 5.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | Yes |
| 4360537 | 5.000397 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 1068692 | 6.000198 | 0.0.70.2 | 2.70.0.0 (2*71^3 + 70*71^2) | No | |
| 0 | 6.000198 | 0 | 0 (0) | No | |
| -4360537 | 6.014085 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 8725970 | 6.014085 | 70.70.26.24 | 24.26.70.70 (24*71^3 + 26*71^2 + 70*71 + 70) | No | |
| -3710320 | 7.000000 | -2.2.26.10 | -10.26.2.2 (-(10*71^3 + 26*71^2 + 2*71 + 2)) | No |
These are the training products that have the "PANTS" tag (processing sequence 1828). 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 |
|---|---|---|---|---|---|---|---|
| 5220 | Airbrush Pink Lightning Joggers Design | 8725970 | WHITE, JOGGERS, GREEN, NEON, YELLOW, BOTTOMS | 4728385 | none | ||
| 10253 | Weinrote Damen Samt Schlaghose mit Blumenmuster | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | BOTTOMS | 362952 | none | |
| 6141 | Gwyneth Heavy Linen Wide Leg Pant - Flamingo | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 6143 | Hannah Linen Drawstring Pant - Black | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 0 | none | |
| 12 | Parrot Straight Pants | 1068692 | GREEN | -2928893 | SIZE_L | ||
| 1478 | Black Gumball Board Shorts | 0 | BOTTOMS, GAZZY BY GAZZO | -3997585 | SWIM | ||
| 268 | High Waisted Yoga Leggings | -3710320 | LEGGINGS, TROUSERS, ALL OVER PRINT, AOP CLOTHING, BOTTOMS, MADE IN USA | -7707905 | none | ||
| 1067 | Sybil Trogger | -4360537 | GREEN, TROUSERS | -8358122 | none |