Fold 3 - Understanding why coefficient 3726548 was selected
Tag: CALM
Selected Coefficient: 3726548
Taxonomy Path: 39.8.44.7
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 3726548 | 1.000000 | 39.8.44.7 | 7.44.8.39 (7*79^3 + 44*79^2 + 8*79 + 39) | Yes | |
| 3277026 | 2.000000 | 27.6.51.6 | 6.51.6.27 (6*79^3 + 51*79^2 + 6*79 + 27) | No |
These are the training products that have the "CALM" tag (processing sequence 911). 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 |
|---|---|---|---|---|---|---|---|
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 3726548 | ORANGE, AWARD WINNING | 0 | none | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | 3726548 | ORANGE, AWARD WINNING | 0 | none | ||
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | 3277026 | AROMATHERAPY, AWARD WINNING | -449522 | TRAVEL SIZE, GERANIUM |