Fold 1 - Understanding why coefficient 1099875 was selected
Tag: BOHEMIAN STYLE
Selected Coefficient: 1099875
Taxonomy Path: 14.13.5.3
Taxonomy Name: Home & Garden > Lighting > Lamps > Floor Lamps
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1099875 | 1.000003 | 14.13.5.3 | 3.5.13.14 (3*71^3 + 5*71^2 + 13*71 + 14) | Home & Garden > Lighting > Lamps > Floor Lamps | Yes |
| 1815697 | 1.000008 | 14.13.5.5 | 5.5.13.14 (5*71^3 + 5*71^2 + 13*71 + 14) | Home & Garden > Lighting > Lamps > Table Lamps | No |
| -2530938 | 4.000000 | -1.5.5.7 | -7.5.5.1 (-(7*71^3 + 5*71^2 + 5*71 + 1)) | No |
These are the training products that have the "BOHEMIAN STYLE" tag (processing sequence 503). 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) | 1815697 | Home & Garden > Lighting > Lamps > Table Lamps | none | 715822 | RR_TRACK_LAMPS, TABLE LAMPS | |
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | 1099875 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | RR_TRACK_LAMPS, TABLE LAMPS | |
| 5361 | HANDMADE MOSAIC 10 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | 1099875 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | RR_TRACK_LAMPS, TABLE LAMPS | |
| 5362 | *HANDMADE* MOSAIC 11 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | 1099875 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | RR_TRACK_LAMPS, TABLE LAMPS | |
| 994 | Kristen -Navy | -2530938 | NAVY, BEST DRESS | -3630813 | ELEGANT DRESSES, FEMININE DRESS, RIXO DRESSES |