Fold 1 - 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: 12
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 | 6.000322 | 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 |
| 5492330 | 6.000327 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
| 0 | 6.000481 | 0 | 0 (0) | No | |
| 1915987 | 6.000481 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | No | |
| 125070 | 6.000641 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
These are the training products that have the "GIFT UNDER £30" tag (processing sequence 2924). 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 |
|---|---|---|---|---|---|---|---|
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 3451273 | HAND CREAM | |
| 13658 | Calming Aromatherapy Roller Ball with Rose & Ylang Ylang | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 13597 | De-Stress Aromatherapy Roller Ball with Juniper & Grapefruit | 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 | |
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 1915987 | SHOWER | -125070 | none | ||
| 13683 | Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle | 1915987 | SHOWER | -125070 | none | ||
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 1915987 | SHOWER | -125070 | ORGANIC CLEANSER | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | HAND CREAM | |
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -1915987 | HAND CREAM | |
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER | -2041057 | none | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER | -2041057 | TRAVEL SIZE, LEMON | ||
| 13714 | Best Sellers Capsule Set | 0 | SKINCARE SET | -2041057 | ORGANIC CLEANSER |