Fold 1 - Understanding why coefficient -1487321 was selected
Tag: SKIN
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -1487321 | 4.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -146 | 5.000000 | -4.2 | -2.4 (-(2*71 + 4)) | No | |
| 329802312 | 5.000000 | 70.69.32.69.12 | 12.69.32.69.70 (12*71^4 + 69*71^3 + 32*71^2 + 69*71 + 70) | No |
These are the training products that have the "SKIN" tag (processing sequence 2104). 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 |
|---|---|---|---|---|---|---|---|
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | 329802312 | ORGANIC, BEACH, BEAUTY | 331289633 | SUN | ||
| 3183 | Woohoo! Natural Deodorant - Tango: Sensitive/ Bicarb Free - NEW! | 0 | DEODORANT | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 3184 | Woohoo! Natural Deodorant - Tux (NEW Extra Strength!) | 0 | DEODORANT | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -146 | ORGANIC, KIDS, RESPIRATORY | 1487175 | none | ||
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -1487321 | ORGANIC, APHRODISIAC, AROMATHERAPY | 0 | none | ||
| 3162 | Organic Formulations Natural Roll-on Deodorants | -1487321 | ORGANIC, DEODORANT | 0 | none |