Fold 0 - Understanding why coefficient 574252 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 574252
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 574252 | 3.000961 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| 2552649 | 3.000963 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 4031766 | 3.000963 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 25044 | 3.001122 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 56249 | 3.001122 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 93695 | 3.001122 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 78948730 | 3.001122 | 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 | 8.000160 | 0 | 0 (0) | No | |
| 31205 | 8.000320 | 0.0.5 | 5.0.0 (5*79^2) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 1452). 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 | 78374478 | none | |
| 1061 | SMLS Bike Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 3457514 | none | |
| 832 | Beginners Luck Slouch Sho | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 1978397 | none | |
| 931 | Gardenia | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | FUN SUMMER COLORS | |
| 926 | Flower Field | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | none | |
| 1058 | Sawyer Maxi | 93695 | Apparel & Accessories > Clothing > Skirts | none | -480557 | none | |
| 1012 | Mikayla Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -518003 | none | |
| 965 | Hot Shot Onesie Printed | 31205 | COMFY | -543047 | none | ||
| 1053 | Rosie Posie Midi | 25044 | Apparel & Accessories > Clothing > Dresses | none | -549208 | none | |
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -574252 | MAXI DRESSES | ||
| 1002 | Lysette Maxi | 0 | CHOCOLATE | -574252 | MAXI DRESSES |