Fold 1 - Understanding why coefficient -93 was selected
Tag: CHILDREN
Selected Coefficient: -93
Taxonomy Path: -14.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 123322067 | 5.000160 | 65.77.9.13.3 | 3.13.9.77.65 (3*79^4 + 13*79^3 + 9*79^2 + 77*79 + 65) | No | |
| -93 | 5.000160 | -14.1 | -1.14 (-(79 + 14)) | Yes | |
| -5839117296 | 6.000000 | -13.3.9.72.70.1 | -1.70.72.9.3.13 (-(3077056399 + 70*79^4 + 72*79^3 + 9*79^2 + 3*79 + 13)) | No | |
| 25216 | 6.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 421935043 | 6.000000 | 72.75.61.65.10 | 10.65.61.75.72 (10*79^4 + 65*79^3 + 61*79^2 + 75*79 + 72) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -4025521 | 6.000000 | -76.0.13.8 | -8.13.0.76 (-(8*79^3 + 13*79^2 + 76)) | No |
These are the training products that have the "CHILDREN" tag (processing sequence 968). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 421935043 | TOP, SMALL, APPAREL, BABY | 421935136 | none | ||
| 3101 | Global Soap Shampoo Bars | 123322067 | BABIES, BATHROOM | 123322160 | HAIR CARE | ||
| 13592 | Seersucker Traveler Dopp Kit | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | 25309 | none | |
| 1520 | CHECK MATE BLANKET | 0 | APPAREL, BABY, CERAMIC | 93 | Home & Garden > Bathroom Accessories | VALENTINES DAY | |
| 3098 | Global Soap Detox Skin Bar | -93 | BABIES, BATHROOM | 0 | none | ||
| 1524 | EMERSON SLEEPER - BIG POLKA / PEWTER | -4025521 | APPAREL | -4025428 | none | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | -5839117296 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY | -5839117203 | CRADLE CAP, ECZEMA, GENTLE, HORMONE BALANCE, MOTHERS, NAPPY RASH |