Fold 4 - Understanding why coefficient 1412508 was selected
Tag: CANDLE HOLDER
Selected Coefficient: 1412508
Taxonomy Path: 14.3.39.2
Taxonomy Name: Home & Garden > Decor > Home Fragrance Accessories > Candle Holders
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1412508 | 0.000290 | 14.3.39.2 | 2.39.3.14 (2*83^3 + 39*83^2 + 3*83 + 14) | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | Yes |
| 263 | 0.000435 | 14.3 | 3.14 (3*83 + 14) | No | |
| 234489 | 0.000435 | 14.3.34 | 34.3.14 (34*83^2 + 3*83 + 14) | No |
These are the training products that have the "CANDLE HOLDER" tag (processing sequence 4748). 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 |
|---|---|---|---|---|---|---|---|
| 5633 | Lotus Flower Glass Big Tea light Candle Stand Holder | 1412508 | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | none | 0 | none | |
| 8556 | Triple Moon - Magic Candle Holder | 1412508 | Home & Garden > Decor > Home Fragrance Accessories > Candle Holders | none | 0 | MOTHERS | |
| 20517 | Pillar Brass Candle Holder | 234489 | none | -1178019 | none | ||
| 19194 | Otto Candlestand | 263 | none | -1412245 | none |