Fold 1 - Understanding why coefficient -72640810 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: -72640810
Taxonomy Path: -0.0.68.60.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -72640810 | 3.000198 | -0.0.68.60.2 | -2.60.68.0.0 (-(2*71^4 + 60*71^3 + 68*71^2)) | Yes | |
| -1436685 | 3.000198 | -0.0.1.4 | -4.1.0.0 (-(4*71^3 + 5041)) | No | |
| -4365578 | 4.000000 | -1.1.14.12 | -12.14.1.1 (-(12*71^3 + 14*71^2 + 71 + 1)) | No | |
| 423516 | 4.000000 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 70437749 | 4.000000 | 69.68.56.54.2 | 2.54.56.68.69 (2*71^4 + 54*71^3 + 56*71^2 + 68*71 + 69) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 2259). 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 |
|---|---|---|---|---|---|---|---|
| 996 | Lakeside Midi | 70437749 | ROSE, BEST DRESS, FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | 143078559 | none | ||
| 860 | Cloud Ride Notch | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 73064326 | none | |
| 931 | Gardenia | -1436685 | FREE PEOPLEWE THE FREE | 71204125 | none | ||
| 926 | Flower Field | -4365578 | BLACK, FREE PEOPLEWE THE FREE | 68275232 | LACE | ||
| 829 | Baby Cable Tee | -72640810 | IVORY | 0 | none |