Fold 0 - Understanding why coefficient -45422248 was selected
Tag: INFANTS
Selected Coefficient: -45422248
Taxonomy Path: -13.3.10.13.1
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -45422248 | 3.012818 | -13.3.10.13.1 | -1.13.10.3.13 (-(38950081 + 13*79^3 + 10*79^2 + 3*79 + 13)) | Yes | |
| -250 | 3.012818 | -13.3 | -3.13 (-(3*79 + 13)) | No | |
| -355493693 | 3.025316 | -13.1.2.10.9 | -9.10.2.1.13 (-(9*79^4 + 10*79^3 + 2*79^2 + 79 + 13)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 211172298 | 5.000000 | 5.23.24.33.5 | 5.33.24.23.5 (5*79^4 + 33*79^3 + 24*79^2 + 23*79 + 5) | No |
These are the training products that have the "INFANTS" tag (processing sequence 4580). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 211172298 | LIVER, GENTLE, MOTHERS, BABIES | 256594546 | MENOPAUSE | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 0 | HERBAL, CONGESTION | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | |
| 3165 | PATCH Body Strap Tape - ON SALE! | 0 | INSECT BITES | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -250 | FAIR TRADE, NOURISHING, GENTLE, BABIES | 45421998 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | -45422248 | SERUM, CARRIER OIL, SCARS, HAIR CARE | 0 | none | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | -355493693 | IMMUNE, HERBAL | -310071445 | none |