Fold 3 - Understanding why coefficient 4360537 was selected
Tag: TOPSFREE PEOPLE
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 4360537 | 2.000006 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 2928893 | 2.000008 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 423516 | 2.000008 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| -20236 | 5.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "TOPSFREE PEOPLE" tag (processing sequence 2258). 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 |
|---|---|---|---|---|---|---|---|
| 757 | Easy Street Crop Pullover | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 829 | Baby Cable Tee | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1077 | Virgo Tank | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | TANKS | -1431644 | none | |
| 860 | Cloud Ride Notch | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | none | |
| 996 | Lakeside Midi | 0 | BEST DRESS, FREE PEOPLEWE THE FREE, MIDI DRESSES | -4360537 | none | ||
| 931 | Gardenia | -20236 | FREE PEOPLEWE THE FREE, FUN SUMMER COLORS | -4380773 | none |