Fold 1 - Understanding why coefficient 6479 was selected
Tag: HALLOWEEN
Selected Coefficient: 6479
Taxonomy Path: 1.3.1
Taxonomy Name: Apparel & Accessories > Costumes & Accessories > Costume Accessories
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6479 | 2.012658 | 1.3.1 | 1.3.1 (6241 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costume Accessories | Yes |
| 3045767 | 2.012658 | 1.2.14.6 | 6.14.2.1 (6*79^3 + 14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | No |
| -6419 | 3.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | No | |
| 237409 | 3.000000 | 14.3.38 | 38.3.14 (38*79^2 + 3*79 + 14) | Home & Garden > Decor > Home Decor Decals | No |
These are the training products that have the "HALLOWEEN" tag (processing sequence 1626). 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 |
|---|---|---|---|---|---|---|---|
| 9886 | HALLOWEEN TULLE DUO CLIPS | 3045767 | Apparel & Accessories > Clothing Accessories > Hair Accessories > Hair Pins, Claws & Clips | none | 3039288 | none | |
| 14400 | 3D Galaxy Star Bridge Floor/Wall Sticker Home Decoration for | 237409 | Home & Garden > Decor > Home Decor Decals | none | 230930 | none | |
| 10740 | HALLOWEEN WITCH HAT | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | 0 | none | |
| 8556 | Triple Moon - Magic Candle Holder | -6419 | CANDLES, BEST SELLER, BLACK MAGIC | -12898 | MOTHERS |