Fold 1 - Understanding why coefficient -1815697 was selected
Tag: TABLE LAMPS
Selected Coefficient: -1815697
Taxonomy Path: -14.13.5.5
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -1815697 | 0.000003 | -14.13.5.5 | -5.5.13.14 (-(5*71^3 + 5*71^2 + 13*71 + 14)) | Yes | |
| -1099875 | 0.000008 | -14.13.5.3 | -3.5.13.14 (-(3*71^3 + 5*71^2 + 13*71 + 14)) | No |
These are the training products that have the "TABLE LAMPS" tag (processing sequence 1300). 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 |
|---|---|---|---|---|---|---|---|
| 5364 | HANDMADE MOSAIC NEW SWAN NECK LAMP (FREE AND FAST EXPEDITED 5 DAY SHIPPING) | -1099875 | BOHEMIAN STYLE, RR_TRACK_LAMPS | 715822 | none | ||
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -1815697 | BOHEMIAN STYLE, RR_TRACK_LAMPS | 0 | none | ||
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | -1815697 | BOHEMIAN STYLE, RR_TRACK_LAMPS | 0 | none | ||
| 5362 | *HANDMADE* MOSAIC 11 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | -1815697 | BOHEMIAN STYLE, RR_TRACK_LAMPS | 0 | none |