Fold 3 - Understanding why coefficient -6352439376 was selected
Tag: SKIN
Selected Coefficient: -6352439376
Taxonomy Path: -1.1.20.7.5.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -6352439376 | 3.000002 | -1.1.20.7.5.2 | -2.5.7.20.1.1 (-(2*79^5 + 5*79^4 + 7*79^3 + 20*79^2 + 79 + 1)) | Yes | |
| -1110978 | 3.000002 | -1.1.20.2 | -2.20.1.1 (-(2*79^3 + 20*79^2 + 79 + 1)) | No | |
| -3957044 | 4.000000 | -13.3.2.8 | -8.2.3.13 (-(8*79^3 + 2*79^2 + 3*79 + 13)) | No | |
| 191342661 | 4.000000 | 0.77.6.72.4 | 4.72.6.77.0 (4*79^4 + 72*79^3 + 6*79^2 + 77*79) | No | |
| 6037992924 | 4.000000 | 14.2.38.1.76.1 | 1.76.1.38.2.14 (3077056399 + 76*79^4 + 493039 + 38*79^2 + 2*79 + 14) | No |
These are the training products that have the "SKIN" tag (processing sequence 2697). 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 | 6037992924 | DEODORANT, BODY, CAMPING | 12390432300 | none | ||
| 3109 | Green Trading Organic Brahmi Capsules | 191342661 | ORGANIC, CIRCULATION | 6543782037 | none | ||
| 3162 | Organic Formulations Natural Roll-on Deodorants | -1110978 | DEODORANT, ORGANIC, ECONOMICAL | 6351328398 | none | ||
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -3957044 | ORGANIC, AROMATHERAPY, BODY OIL, SENSUALITY | 6348482332 | none | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -6352439376 | ORGANIC, BEACH, BEAUTY, BODY OIL | 0 | none |