Fold 1 - Understanding why coefficient 599473 was selected
Tag: BLACK MAGIC
Selected Coefficient: 599473
Taxonomy Path: 21.4.17.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 599473 | 2.000000 | 21.4.17.1 | 1.17.4.21 (493039 + 17*79^2 + 4*79 + 21) | Yes | |
| 593054 | 4.000000 | 1.2.16.1 | 1.16.2.1 (493039 + 16*79^2 + 2*79 + 1) | No | |
| 600099 | 4.000000 | 15.12.17.1 | 1.17.12.15 (493039 + 17*79^2 + 12*79 + 15) | No |
These are the training products that have the "BLACK MAGIC" tag (processing sequence 804). 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 |
|---|---|---|---|---|---|---|---|
| 8567 | Satya Sweet Vanilla Incense Sticks | 600099 | BEST SELLER | 626 | none | ||
| 8514 | Cannabis Incense Sticks by Satya - Hand Rolled - Vegan Friendly | 599473 | BEST SELLER | 0 | none | ||
| 8543 | Nag Champa Tree Of Life Combo Pack Incense Sticks by Satya | 599473 | BEST SELLER | 0 | none | ||
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 599473 | BEST SELLER | 0 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | 593054 | CANDLES, BEST SELLER | -6419 | HALLOWEEN, MOTHERS |