Fold 1 - Understanding why coefficient 1405 was selected
Tag: WITCHES
Selected Coefficient: 1405
Taxonomy Path: 77.16
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1405 | 4.012048 | 77.16 | 16.77 (16*83 + 77) | Yes | |
| 658 | 4.024096 | 77.7 | 7.77 (7*83 + 77) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -186 | 6.000000 | -20.2 | -2.20 (-(2*83 + 20)) | No | |
| 1342262 | 6.000000 | 69.69.28.2 | 2.28.69.69 (2*83^3 + 28*83^2 + 69*83 + 69) | No |
These are the training products that have the "WITCHES" tag (processing sequence 5415). 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 |
|---|---|---|---|---|---|---|---|
| 8556 | Triple Moon - Magic Candle Holder | 1342262 | CANDLES, CANDLE HOLDER | 1340857 | none | ||
| 8542 | Rain Forest Incense Sticks by Satya | 1405 | INCENSE STICKS | 0 | none | ||
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1405 | INCENSE STICKS | 0 | none | ||
| 8567 | Satya Sweet Vanilla Incense Sticks | 658 | INCENSE STICKS | -747 | none | ||
| 8574 | Satya Nag Champa Indian Rose Incense Sticks | 0 | INCENSE STICKS | -1405 | none | ||
| 8583 | Nag Champa Palo Santo Incense Sticks by Satya | 0 | INCENSE STICKS | -1405 | none | ||
| 8543 | Nag Champa Tree Of Life Combo Pack Incense Sticks by Satya | -186 | TREE OF LIFE, INCENSE STICKS | -1591 | none |