Fold 1 - Understanding why coefficient 25044 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 78948730 | 6.000801 | 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 |
| 56249 | 6.000801 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 93695 | 6.000801 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 574252 | 6.000801 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 4031766 | 6.000801 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 25044 | 6.000801 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 8.000160 | 0 | 0 (0) | No | |
| -31205 | 8.000481 | -0.0.5 | -5.0.0 (-(5*79^2)) | No | |
| 655544 | 11.000000 | 2.3.26.1 | 1.26.3.2 (493039 + 26*79^2 + 3*79 + 2) | No | |
| -6472077 | 11.000000 | -2.2.10.13 | -13.10.2.2 (-(13*79^3 + 10*79^2 + 2*79 + 2)) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 1449). 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 | 78923686 | none | |
| 1061 | SMLS Bike Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 4006722 | none | |
| 1086 | Ziggy Shortall | 655544 | 90S | 630500 | RETRO | ||
| 931 | Gardenia | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | FUN SUMMER COLORS, TOPSFREE PEOPLE | |
| 1058 | Sawyer Maxi | 93695 | Apparel & Accessories > Clothing > Skirts | none | 68651 | none | |
| 1012 | Mikayla Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | none | |
| 1053 | Rosie Posie Midi | 25044 | Apparel & Accessories > Clothing > Dresses | FLOWY DRESSES, FREE PEOPLE DRESSES | 0 | none | |
| 1002 | Lysette Maxi | 0 | FREE PEOPLE DRESSES | -25044 | MAXI DRESSES, CHOCOLATE | ||
| 970 | Magda Dress | 0 | FREE PEOPLE DRESSES | -25044 | none | ||
| 926 | Flower Field | 0 | LACE | -25044 | TOPSFREE PEOPLE | ||
| 965 | Hot Shot Onesie Printed | -31205 | SHORTS, ACTIVEWEAR | -56249 | none | ||
| 996 | Lakeside Midi | -6472077 | ROSE, BEST DRESS, FREE PEOPLE DRESSES | -6497121 | TOPSFREE PEOPLE |