Fold 4 - Understanding why coefficient -1487321 was selected
Tag: SENSUALITY
Selected Coefficient: -1487321
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -1487321 | 4.000000 | -13.3.11.4 | -4.11.3.13 (-(4*71^3 + 11*71^2 + 3*71 + 13)) | Yes | |
| 13086733 | 4.014085 | 13.4.40.36 | 36.40.4.13 (36*71^3 + 40*71^2 + 4*71 + 13) | No | |
| 334969635 | 4.014085 | 13.3.64.12.13 | 13.12.64.3.13 (13*71^4 + 12*71^3 + 64*71^2 + 3*71 + 13) | No | |
| 332096039 | 5.000000 | 0.0.62.4.13 | 13.4.62.0.0 (13*71^4 + 4*71^3 + 62*71^2) | No | |
| 349276516 | 5.000000 | 39.10.62.52.13 | 13.52.62.10.39 (13*71^4 + 52*71^3 + 62*71^2 + 10*71 + 39) | No |
These are the training products that have the "SENSUALITY" tag (processing sequence 2019). 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 |
|---|---|---|---|---|---|---|---|
| 2867 | Absolute Essential Romance Stimulating Skin Balm (Organic) | 349276516 | BATH, GROUNDING | 350763837 | none | ||
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 334969635 | APHRODISIAC, AROMATHERAPY, BATH | 336456956 | none | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 332096039 | ORGANIC, AROMATHERAPY, BATH | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | |
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 13086733 | ORGANIC, APHRODISIAC, GROUNDING | 14574054 | none | ||
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -1487321 | ORGANIC, APHRODISIAC, AROMATHERAPY | 0 | none | ||
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -1487321 | ORGANIC, APHRODISIAC, AROMATHERAPY | 0 | none |