Fold 1 - 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: 9
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 2933934 | 4.000598 | 1.1.14.8 | 8.14.1.1 (8*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 1860201 | 4.000598 | 1.1.14.5 | 5.14.1.1 (5*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | Yes |
| 423516 | 4.000793 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 77001347 | 4.000793 | 1.1.10.2.3 | 3.2.10.1.1 (3*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | No |
| 45441 | 4.000793 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 0 | 6.000201 | 0 | 0 (0) | No | |
| -2505377 | 6.000201 | -0.0.0.7 | -7.0.0.0 (-(7*71^3)) | No | |
| 76981111 | 6.000397 | 0.0.6.2.3 | 3.2.6.0.0 (3*71^4 + 2*71^3 + 6*71^2) | No | |
| 72297950 | 8.000000 | 70.69.70.59.2 | 2.59.70.69.70 (2*71^4 + 59*71^3 + 70*71^2 + 69*71 + 70) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 1237). 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 |
|---|---|---|---|---|---|---|---|
| 1002 | Lysette Maxi | 77001347 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | FREE PEOPLE DRESSES | 75141146 | MAXI DRESSES | |
| 1053 | Rosie Posie Midi | 76981111 | FLOWY DRESSES, FREE PEOPLE DRESSES | 75120910 | none | ||
| 996 | Lakeside Midi | 72297950 | ROSE, BEST DRESS, FREE PEOPLE DRESSES | 70437749 | TOPSFREE PEOPLE | ||
| 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 | TOPSFREE PEOPLE | |
| 1086 | Ziggy Shortall | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | -1814760 | none | |
| 970 | Magda Dress | 0 | IVORY, FREE PEOPLE DRESSES | -1860201 | none | ||
| 926 | Flower Field | -2505377 | BLACK | -4365578 | TOPSFREE PEOPLE, LACE |