Fold 2 - Understanding why coefficient -2958234 was selected
Tag: WOMEN'S
Selected Coefficient: -2958234
Taxonomy Path: -0.0.0.6
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2958234 | 7.000004 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | Yes | |
| 2465195 | 7.000006 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| 0 | 7.000006 | 0 | 0 (0) | No | |
| 4025525 | 8.012818 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 1048568 | 8.012818 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
| 1092334 | 8.025316 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 4587295 | 10.000000 | 2.2.24.9 | 9.24.2.2 (9*79^3 + 24*79^2 + 2*79 + 2) | No | |
| -4082257 | 10.000000 | -11.8.22.8 | -8.22.8.11 (-(8*79^3 + 22*79^2 + 8*79 + 11)) | No | |
| -4025525 | 10.000000 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4107301 | 10.000000 | -12.9.26.8 | -8.26.9.12 (-(8*79^3 + 26*79^2 + 9*79 + 12)) | No |
These are the training products that have the "WOMEN'S" tag (processing sequence 4315). 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 |
|---|---|---|---|---|---|---|---|
| 10644 | Psyche & Eros - Women's Tank Top | 4587295 | TANK TOP | 7545529 | none | ||
| 18251 | Galaxy Spock Unisex V-Neck T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none |
| 10865 | Ladies 2022 Bike Week Daytona Beach Engine Heart Pullover Hoodie | 2465195 | LADIES | 5423429 | none | ||
| 10219 | Mathias Method Beanie | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 4050568 | Apparel & Accessories > Clothing Accessories > Hats > Flat Caps | none |
| 18255 | Vulcan Hand Salute Unisex Fleece Pullover | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 4006802 | Apparel & Accessories > Clothing > Outerwear > Liners & Insulators | OUTERWEAR |
| 9213 | Gaillon | 0 | OPTICAL | 2958234 | none | ||
| 18260 | Peace Love LLAP Women's Relaxed Tee | -2958234 | CREWNECK | 0 | none | ||
| 18257 | LLAP+Hand Short-Sleeve Unisex T-Shirt | -2958234 | CREWNECK | 0 | none | ||
| 1526 | 60s Floral Jacquard Dress | -4025525 | DRESSES, APPAREL | -1067291 | none | ||
| 1484 | Zoe Dress in Gingham | -4082257 | DRESSES, WAREHOUSE SALE, APPAREL | -1124023 | none | ||
| 1460 | Aniela Dress in Blush | -4107301 | PLUS, DRESSES, WAREHOUSE SALE, APPAREL | -1149067 | none |