Fold 4 - Understanding why coefficient 1337 was selected
Tag: WITCHES
Selected Coefficient: 1337
Taxonomy Path: 73.16
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 1337 | 3.012658 | 73.16 | 16.73 (16*79 + 73) | Yes | |
| 626 | 3.025316 | 73.7 | 7.73 (7*79 + 73) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -213236 | 5.000000 | -15.13.34 | -34.13.15 (-(34*79^2 + 13*79 + 15)) | No |
These are the training products that have the "WITCHES" tag (processing sequence 3094). 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 |
|---|---|---|---|---|---|---|---|
| 8542 | Rain Forest Incense Sticks by Satya | 1337 | INCENSE STICKS | 0 | none | ||
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1337 | INCENSE STICKS | 0 | none | ||
| 8567 | Satya Sweet Vanilla Incense Sticks | 626 | INCENSE STICKS | -711 | none | ||
| 8574 | Satya Nag Champa Indian Rose Incense Sticks | 0 | INCENSE STICKS | -1337 | none | ||
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 0 | INCENSE STICKS | -1337 | none | ||
| 8556 | Triple Moon - Magic Candle Holder | -213236 | CANDLES, FATHERS DAY, HALLOWEEN | -214573 | none |