Fold 2 - Understanding why coefficient 56249 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 56249
Taxonomy Path: 1.1.9
Taxonomy Name: Apparel & Accessories > Clothing > One-Pieces
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 56249 | 5.000641 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | Yes |
| 2552649 | 5.000643 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 4031766 | 5.000643 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 25044 | 5.000801 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 78948730 | 5.000801 | 1.1.10.2.2 | 2.2.10.1.1 (2*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -574252 | 9.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 4294). 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 |
|---|---|---|---|---|---|---|---|
| 985 | Karma Bomber | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 78892481 | none | |
| 1061 | SMLS Bike Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 3975517 | none | |
| 832 | Beginners Luck Slouch Sho | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2496400 | none | |
| 1012 | Mikayla Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | none | |
| 1086 | Ziggy Shortall | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | none | |
| 970 | Magda Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | -31205 | none | |
| 1002 | Lysette Maxi | 0 | CUTE DRESSES | -56249 | none | ||
| 965 | Hot Shot Onesie Printed | 0 | WORKOUT | -56249 | none | ||
| 926 | Flower Field | 0 | TOPSFREE PEOPLE | -56249 | none | ||
| 931 | Gardenia | -574252 | FUN SUMMER COLORS, TOPSFREE PEOPLE | -630501 | none | ||
| 996 | Lakeside Midi | -574252 | CUTE DRESSES, TOPSFREE PEOPLE | -630501 | none |