Fold 0 - Understanding why coefficient -2971215 was selected
Tag: LEMON
Selected Coefficient: -2971215
Taxonomy Path: -25.6.2.6
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? |
|---|---|---|---|---|---|
| -2971215 | 2.000000 | -25.6.2.6 | -6.2.6.25 (-(6*79^3 + 2*79^2 + 6*79 + 25)) | Yes | |
| -930158 | 2.000000 | -12.3.70.1 | -1.70.3.12 (-(493039 + 70*79^2 + 3*79 + 12)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "LEMON" tag (processing sequence 1899). 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 |
|---|---|---|---|---|---|---|---|
| 6385 | A&A NAPOLI EXTRA VIRGIN OLIVE OIL | 0 | COLD PRESSED | 2971215 | none | ||
| 13758 | Luxury Aromatherapy Candle - Rose Tree No. 5 - Peace | -930158 | STRESS, AWARD WINNING | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | VEGETABLE WAX, ROSEMARY | |
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -2971215 | STRESS, AWARD WINNING, GIFT UNDER £30 | 0 | TRAVEL SIZE, VEGETABLE WAX, ROSEMARY |