Fold 0 - Understanding why coefficient 156276 was selected
Tag: CRYSTAL
Selected Coefficient: 156276
Taxonomy Path: 14.3.25
Taxonomy Name: Home & Garden > Decor > Decorative Trays
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 156276 | 1.000160 | 14.3.25 | 25.3.14 (25*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Trays | Yes |
| 150035 | 1.000641 | 14.3.24 | 24.3.14 (24*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plates | No |
| -37921 | 5.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | No |
These are the training products that have the "CRYSTAL" tag (processing sequence 2320). 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 |
|---|---|---|---|---|---|---|---|
| 10995 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray IV | 156276 | Home & Garden > Decor > Decorative Trays | none | 0 | none | |
| 10996 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray V | 156276 | Home & Garden > Decor > Decorative Trays | none | 0 | none | |
| 10997 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray III | 156276 | Home & Garden > Decor > Decorative Trays | none | 0 | none | |
| 10999 | Thick Cut Natural Mookaite (Australian Jasper) Crystal Slab Platter Tray I | 156276 | Home & Garden > Decor > Decorative Trays | none | 0 | none | |
| 152 | Coaster - Rose Quartz, Gold | 150035 | Home & Garden > Decor > Decorative Plates | none | -6241 | none | |
| 2486 | Green Stone Cross Crystal Silver Earrings | -37921 | CHRISTIAN, EARRINGS | -194197 | BIBLE |