Fold 0 - Understanding why coefficient 1860201 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 1860201
Taxonomy Path: 1.1.14.5
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Denim Shorts
Products with this tag: 12
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 1860201 | 6.000796 | 1.1.14.5 | 5.14.1.1 (5*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | Yes |
| 2933934 | 6.000796 | 1.1.14.8 | 8.14.1.1 (8*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 51589666 | 6.000992 | 1.1.10.2.2 | 2.2.10.1.1 (2*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | No |
| 45441 | 6.000992 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 75687 | 6.000992 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 423516 | 6.000992 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 7.000201 | 0 | 0 (0) | No | |
| -2505377 | 7.000207 | -0.0.0.7 | -7.0.0.0 (-(7*71^3)) | No | |
| -25205 | 7.000793 | -0.0.5 | -5.0.0 (-(5*71^2)) | No | |
| 40472 | 11.000000 | 2.2.8 | 8.2.2 (8*71^2 + 2*71 + 2) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 1229). 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 | 51589666 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | 49729465 | none | |
| 1061 | SMLS Bike Shorts | 2933934 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 1073733 | none | |
| 832 | Beginners Luck Slouch Sho | 1860201 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 0 | none | |
| 931 | Gardenia | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -1436685 | FUN SUMMER COLORS, TOPSFREE PEOPLE | |
| 1058 | Sawyer Maxi | 75687 | Apparel & Accessories > Clothing > Skirts | none | -1784514 | none | |
| 1012 | Mikayla Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -1814760 | none | |
| 1053 | Rosie Posie Midi | 40472 | FLOWY DRESSES | -1819729 | none | ||
| 1002 | Lysette Maxi | 0 | CHOCOLATE | -1860201 | MAXI DRESSES | ||
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES, FLORAL DRESSES, FLOWY DRESSES | -1860201 | MAXI DRESSES | ||
| 1086 | Ziggy Shortall | 0 | DENIM | -1860201 | RETRO | ||
| 965 | Hot Shot Onesie Printed | -25205 | SHORTS | -1885406 | none | ||
| 926 | Flower Field | -2505377 | BLACK | -4365578 | TOPSFREE PEOPLE, LACE |