Fold 0 - Understanding why coefficient 1110899 was selected
Tag: DE-STRESS
Selected Coefficient: 1110899
Taxonomy Path: 1.0.20.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1110899 | 2.012658 | 1.0.20.2 | 2.20.0.1 (2*79^3 + 20*79^2 + 1) | Yes | |
| 1591535 | 2.025316 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "DE-STRESS" tag (processing sequence 1179). 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 |
|---|---|---|---|---|---|---|---|
| 13757 | Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | AWARD WINNING, CALM | 480636 | VEGETABLE WAX | |
| 13697 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress | 1110899 | AWARD WINNING | 0 | none | ||
| 13712 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size | 1110899 | AWARD WINNING | 0 | GIFT UNDER £30, TRAVEL SIZE, VEGETABLE WAX | ||
| 13755 | De-Stress Aromatherapy Candle, Bath Oil Gift Set | 0 | AWARD WINNING | -1110899 | VEGETABLE WAX | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | 0 | ORANGE, AWARD WINNING, CALM | -1110899 | VEGETABLE WAX |