Fold 1 - Understanding why coefficient 1086026 was selected
Tag: CHILDREN'S
Selected Coefficient: 1086026
Taxonomy Path: 13.1.16.2
Taxonomy Name: Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 1086026 | 4.000162 | 13.1.16.2 | 2.16.1.13 (2*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | Yes |
| 3551221 | 4.000162 | 13.1.16.7 | 7.16.1.13 (7*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | No |
| 197259379 | 4.000320 | 13.1.7.5.5 | 5.5.7.1.13 (5*79^4 + 5*79^3 + 7*79^2 + 79 + 13) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| -2041454 | 6.000000 | -15.8.11.4 | -4.11.8.15 (-(4*79^3 + 11*79^2 + 8*79 + 15)) | No | |
| -124912 | 6.000000 | -13.1.20 | -20.1.13 (-(20*79^2 + 79 + 13)) | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 4174). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 197259379 | INSECT BITES | 196173353 | SKIN INFECTION | ||
| 3118 | Kiwiherb Dermacare Cream | 3551221 | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | none | 2465195 | BABIES | |
| 3117 | Kiwiherb Children's Echinature (Organic) | 1086026 | Health & Beauty > Health Care > Medicine & Drugs > Cough, Cold & Flu Medicines | none | 0 | none | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 0 | FAIR TRADE, NOURISHING, CRADLE CAP | -1086026 | SKIN INFECTION, BABIES | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 0 | CONGESTION | -1086026 | none | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -124912 | TOPICAL, CONGESTION | -1210938 | none | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -2041454 | FAIR TRADE, GAS | -3127480 | BABIES |