Fold 0 - Understanding why coefficient 1511363 was selected
Tag: BOHEMIAN STYLE
Selected Coefficient: 1511363
Taxonomy Path: 14.13.5.3
Taxonomy Name: Home & Garden > Lighting > Lamps > Floor Lamps
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 1511363 | 1.000164 | 14.13.5.3 | 3.5.13.14 (3*79^3 + 5*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lamps > Floor Lamps | Yes |
| 2497441 | 1.000164 | 14.13.5.5 | 5.5.13.14 (5*79^3 + 5*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lamps > Table Lamps | No |
| 2029366 | 1.000641 | 14.13.9.4 | 4.9.13.14 (4*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | No |
| -5997681 | 5.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "BOHEMIAN STYLE" tag (processing sequence 838). 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) | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | none | 986078 | BOHO CHIC | |
| 5378 | Swan Neck Exclusive Deal Of The Day!! | 2497441 | Home & Garden > Lighting > Lamps > Table Lamps | none | 986078 | BOHO CHIC, HANDMADE LAMP | |
| 5366 | *HANDMADE* MOSAIC SINGLE WALL SCONE (HARDWARE ONLY NO GLOBES INCLUDED) | 2029366 | Home & Garden > Lighting > Lighting Fixtures > Wall Light Fixtures | none | 518003 | BOHO CHIC, HANDMADE LAMP | |
| 5353 | HANDMADE MOSAIC 9 BIG GLOBES DIFFERENT COLOR ARRANGEMENTS | 1511363 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | BOHO CHIC, CHRISTMAS GIFT IDEAS | |
| 5363 | *HANDMADE* MOSAIC 11 GLOBE LAMP (FAST & FREE 5 DAY EXPEDITED SHIPPING) | 1511363 | Home & Garden > Lighting > Lamps > Floor Lamps | none | 0 | BOHO CHIC, HANDMADE LAMP | |
| 994 | Kristen -Navy | -5997681 | NAVY, BEST DRESS | -7509044 | FEMININE DRESS, MAXI DRESSES, RIXO DRESSES |