Fold 3 - Understanding why coefficient -6036881946 was selected
Tag: BODY
Selected Coefficient: -6036881946
Taxonomy Path: -13.1.18.78.75.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -6036881946 | 2.000000 | -13.1.18.78.75.1 | -1.75.78.18.1.13 (-(3077056399 + 75*79^4 + 78*79^3 + 18*79^2 + 79 + 13)) | Yes | |
| -5760324996 | 2.000000 | -22.7.24.70.68.1 | -1.68.70.24.7.22 (-(3077056399 + 68*79^4 + 70*79^3 + 24*79^2 + 7*79 + 22)) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BODY" tag (processing sequence 828). 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 |
|---|---|---|---|---|---|---|---|
| 3154 | NEW! Woohoo Natural Deodorant - Pop | 0 | DEODORANT | 6036881946 | CAMPING, SKIN | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | -5760324996 | ACNE, ALL AGES, ANTI-AGEING, BABIES, BEAUTY | 276556950 | DERMATITIS, INFANTS | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | -6036881946 | FACIAL, ACNE, ANTIOXIDANT, BEAUTY | 0 | EXFOLIATION, FACE MASK, SCRUB |