Fold 2 - Understanding why coefficient -1386421 was selected
Tag: INFANTS
Selected Coefficient: -1386421
Taxonomy Path: -4.2.62.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1386421 | 3.000000 | -4.2.62.3 | -3.62.2.4 (-(3*71^3 + 62*71^2 + 2*71 + 4)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 52950597 | 3.000000 | 4.70.66.5.2 | 2.5.66.70.4 (2*71^4 + 5*71^3 + 66*71^2 + 70*71 + 4) | No | |
| 131418076 | 3.000000 | 58.59.12.12.5 | 5.12.12.59.58 (5*71^4 + 12*71^3 + 12*71^2 + 59*71 + 58) | No |
These are the training products that have the "INFANTS" tag (processing sequence 1461). 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! | 131418076 | ORGANIC, KIDS, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE | 132804497 | INSECT BITES, PERSONAL CARE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 52950597 | ACNE, ALL AGES, BABIES, BEAUTY, DRY SKIN, GENTLE | 54337018 | MOTHERS, NAPPY RASH | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 0 | ACNE, ANTI-INFLAMMATORY | 1386421 | NAPPY RASH, SCARS, STRETCH MARKS | ||
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | -1386421 | ORGANIC, KIDS | 0 | none |