Fold 0 - Understanding why coefficient -3395353 was selected
Tag: ROSEMARY
Selected Coefficient: -3395353
Taxonomy Path: -12.3.70.6
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -3395353 | 2.000000 | -12.3.70.6 | -6.70.3.12 (-(6*79^3 + 70*79^2 + 3*79 + 12)) | Yes | |
| 1337 | 2.000000 | 73.16 | 16.73 (16*79 + 73) | No | |
| 3151956 | 2.000000 | 14.3.31.6 | 6.31.3.14 (6*79^3 + 31*79^2 + 3*79 + 14) | No |
These are the training products that have the "ROSEMARY" tag (processing sequence 3238). 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 |
|---|---|---|---|---|---|---|---|
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | 3151956 | STRESS, AWARD WINNING, LEMON, VEGETABLE WAX | 6547309 | none | ||
| 8576 | Satya Rosemary Incense Sticks, Creativity and Mental Clarity | 1337 | INCENSE STICKS, BEST SELLER, BLACK MAGIC | 3396690 | none | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -3395353 | STRESS, AWARD WINNING, GIFT UNDER £30, LEMON, TRAVEL SIZE, VEGETABLE WAX | 0 | none |