Fold 3 - Understanding why coefficient 2552649 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 2552649
Taxonomy Path: 1.1.14.5
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Denim Shorts
Products with this tag: 12
Unique residual values tried: 12
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? |
|---|---|---|---|---|---|
| 2552649 | 5.000803 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | Yes |
| 4031766 | 5.000803 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 93695 | 5.000961 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 78948730 | 5.000961 | 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 |
| 25044 | 5.000961 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 56249 | 5.000961 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 574252 | 5.000961 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 0 | 10.000160 | 0 | 0 (0) | No | |
| -31205 | 10.000160 | -0.0.5 | -5.0.0 (-(5*79^2)) | No | |
| -6472077 | 11.000000 | -2.2.10.13 | -13.10.2.2 (-(13*79^3 + 10*79^2 + 2*79 + 2)) | No | |
| 655544 | 11.000000 | 2.3.26.1 | 1.26.3.2 (493039 + 26*79^2 + 3*79 + 2) | No | |
| -25044 | 11.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 1454). 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 | 76396081 | none | |
| 1061 | SMLS Bike Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 1479117 | none | |
| 832 | Beginners Luck Slouch Sho | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 0 | none | |
| 1086 | Ziggy Shortall | 655544 | 90S | -1897105 | none | ||
| 931 | Gardenia | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -1978397 | FUN SUMMER COLORS, TOPSFREE PEOPLE | |
| 1058 | Sawyer Maxi | 93695 | Apparel & Accessories > Clothing > Skirts | none | -2458954 | none | |
| 1012 | Mikayla Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -2496400 | none | |
| 970 | Magda Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | -2527605 | SUMMER OUTFIT | |
| 1053 | Rosie Posie Midi | 0 | CUTE DRESSES | -2552649 | none | ||
| 1034 | One I Love Dress | -25044 | CUTE DRESSES, FLORAL DRESSES | -2577693 | MAXI DRESSES | ||
| 965 | Hot Shot Onesie Printed | -31205 | SHORTS | -2583854 | none | ||
| 996 | Lakeside Midi | -6472077 | ROSE, BEST DRESS, CUTE DRESSES | -9024726 | TOPSFREE PEOPLE |