Fold 2 - Understanding why coefficient -1517062 was selected
Tag: LEMON
Selected Coefficient: -1517062
Taxonomy Path: -25.6.6.3
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? |
|---|---|---|---|---|---|
| -1517062 | 2.000000 | -25.6.6.3 | -3.6.6.25 (-(3*79^3 + 6*79^2 + 6*79 + 25)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 523995 | 2.000000 | 67.75.4.1 | 1.4.75.67 (493039 + 4*79^2 + 75*79 + 67) | No |
These are the training products that have the "LEMON" tag (processing sequence 1894). 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 | 523995 | LAVENDER, AWARD WINNING | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ROSEMARY | |
| 6385 | A&A NAPOLI EXTRA VIRGIN OLIVE OIL | 0 | COLD PRESSED | 1517062 | none | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -1517062 | LAVENDER, AWARD WINNING, GIFT UNDER £30 | 0 | TRAVEL SIZE, ROSEMARY |