Fold 4 - Understanding why coefficient 56249 was selected
Tag: FREE PEOPLEWE THE FREE
Selected Coefficient: 56249
Taxonomy Path: 1.1.9
Taxonomy Name: Apparel & Accessories > Clothing > One-Pieces
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? |
|---|---|---|---|---|---|
| 56249 | 4.000641 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | Yes |
| 25044 | 4.000961 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 93695 | 4.000961 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 2552649 | 4.000961 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 78948730 | 4.000961 | 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 |
| -5972637 | 9.000160 | -0.0.9.12 | -12.9.0.0 (-(12*79^3 + 9*79^2)) | No | |
| 0 | 9.000160 | 0 | 0 (0) | No | |
| 50088 | 10.000000 | 2.2.8 | 8.2.2 (8*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | No |
| -5997681 | 10.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "FREE PEOPLEWE THE FREE" tag (processing sequence 3878). 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 | 78892481 | none | |
| 832 | Beginners Luck Slouch Sho | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2496400 | none | |
| 1058 | Sawyer Maxi | 93695 | Apparel & Accessories > Clothing > Skirts | none | 37446 | none | |
| 1086 | Ziggy Shortall | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | DENIM | |
| 965 | Hot Shot Onesie Printed | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | WORKOUT, SHORTS | |
| 1012 | Mikayla Jumpsuit | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 0 | none | |
| 970 | Magda Dress | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | FREE PEOPLE DRESSES | -6161 | none | |
| 1053 | Rosie Posie Midi | 25044 | Apparel & Accessories > Clothing > Dresses | CUTE DRESSES, FREE PEOPLE DRESSES | -31205 | none | |
| 1034 | One I Love Dress | 0 | CUTE DRESSES, MAXI DRESSES, FREE PEOPLE DRESSES | -56249 | none | ||
| 996 | Lakeside Midi | -5972637 | CUTE DRESSES, FREE PEOPLE DRESSES, TOPSFREE PEOPLE | -6028886 | none | ||
| 931 | Gardenia | -5997681 | FUN SUMMER COLORS, TOPSFREE PEOPLE | -6053930 | none |