Fold 2 - Understanding why coefficient -4360537 was selected
Tag: RETRO
Selected Coefficient: -4360537
Taxonomy Path: -1.1.13.12
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -4360537 | 5.000003 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| -423516 | 5.000006 | -1.1.13.1 | -1.13.1.1 (-(357911 + 13*71^2 + 71 + 1)) | No | |
| 45441 | 5.014283 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 12315235 | 5.014283 | 1.1.29.34 | 34.29.1.1 (34*71^3 + 29*71^2 + 71 + 1) | No | |
| 50979 | 5.028169 | 1.8.10 | 10.8.1 (10*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Heels | No |
| 2868329 | 7.000000 | 0.0.1.8 | 8.1.0.0 (8*71^3 + 5041) | No | |
| -78120876 | 7.000000 | -2.7.19.5.3 | -3.5.19.7.2 (-(3*71^4 + 5*71^3 + 19*71^2 + 7*71 + 2)) | No |
These are the training products that have the "RETRO" tag (processing sequence 1154). 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 |
|---|---|---|---|---|---|---|---|
| 956 | Good 90'S Jeans | 12315235 | ROSE, KARDASHIAN | 16675772 | none | ||
| 888 | Distressed Cropped Oxford | 2868329 | ROSE, BUTTON DOWN, GOOD AMERICAN, KARDASHIAN | 7228866 | none | ||
| 918 | Facts | 50979 | Apparel & Accessories > Shoes > Heels | none | 4411516 | none | |
| 1086 | Ziggy Shortall | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 4405978 | none | |
| 1023 | Moss Stripe Crew | -423516 | CASUAL, BEST DRESS, FIGURE FLATTERING, FUN SUMMER COLORS | 3937021 | none | ||
| 893 | Dolan | -4360537 | CASUAL, BEST DRESS, FIGURE FLATTERING, FUN SUMMER COLORS | 0 | none | ||
| 1035 | Paige | -4360537 | CASUAL, BEST DRESS, FIGURE FLATTERING, RAILS | 0 | SUMMER COLORS | ||
| 1021 | Moss Stripe Cardi | -78120876 | CASHMERE, BRIGHT, LIGHTWEIGHT | -73760339 | none |