Fold 2 - Understanding why coefficient 2041057 was selected
Tag: GIFT UNDER £30
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 11
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 2041057 | 6.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| -2041057 | 9.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 523995 | 10.000000 | 67.75.4.1 | 1.4.75.67 (493039 + 4*79^2 + 75*79 + 67) | No | |
| 1110899 | 10.000000 | 1.0.20.2 | 2.20.0.1 (2*79^3 + 20*79^2 + 1) | No |
These are the training products that have the "GIFT UNDER £30" tag (processing sequence 1515). 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 |
|---|---|---|---|---|---|---|---|
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13658 | Calming Aromatherapy Roller Ball with Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13659 | Soothing Aromatherapy Roller Ball with Geranium, Cypress & Lavender | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | ORGANIC CLEANSER | |
| 13597 | De-Stress Aromatherapy Roller Ball with Juniper & Grapefruit | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13712 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size | 1110899 | AWARD WINNING | -930158 | TRAVEL SIZE | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | 523995 | LAVENDER, AWARD WINNING | -1517062 | LEMON, TRAVEL SIZE, ROSEMARY | ||
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 0 | AWARD WINNING, CALM | -2041057 | none | ||
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | 0 | AWARD WINNING | -2041057 | HAND CREAM | ||
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | -2041057 | AROMATHERAPY, AWARD WINNING, CALM | -4082114 | TRAVEL SIZE | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | -2041057 | AROMATHERAPY, AWARD WINNING | -4082114 | HAND CREAM |