Fold 4 - 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: 11
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? |
|---|---|---|---|---|---|
| 25044 | 5.000641 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 93695 | 5.000801 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 78948730 | 5.000801 | 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 | 5.000801 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 2552649 | 5.000801 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 549208 | 8.000320 | 0.0.9.1 | 1.9.0.0 (493039 + 9*79^2) | No | |
| 0 | 8.000320 | 0 | 0 (0) | No | |
| -31205 | 8.000320 | -0.0.5 | -5.0.0 (-(5*79^2)) | No | |
| -6447033 | 9.000160 | -1.1.6.13 | -13.6.1.1 (-(13*79^3 + 6*79^2 + 79 + 1)) | No | |
| -5966476 | 9.000160 | -1.1.8.12 | -12.8.1.1 (-(12*79^3 + 8*79^2 + 79 + 1)) | 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 | 78923686 | none | |
| 832 | Beginners Luck Slouch Sho | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2527605 | none | |
| 926 | Flower Field | 549208 | LACE | 524164 | 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 | |
| 970 | Magda Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1002 | Lysette Maxi | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1034 | One I Love Dress | 0 | COLORFUL DRESSES | -25044 | none | ||
| 965 | Hot Shot Onesie Printed | -31205 | SHORTS | -56249 | none | ||
| 1086 | Ziggy Shortall | -5966476 | DENIM, 90S | -5991520 | none | ||
| 996 | Lakeside Midi | -6447033 | ROSE, BEST DRESS | -6472077 | TOPSFREE PEOPLE |