Fold 0 - Understanding why coefficient -1386275 was selected
Tag: APHRODISIAC
Selected Coefficient: -1386275
Taxonomy Path: -0.0.62.3
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? |
|---|---|---|---|---|---|
| -1386275 | 1.000198 | -0.0.62.3 | -3.62.0.0 (-(3*71^3 + 62*71^2)) | Yes | |
| 0 | 1.000198 | 0 | 0 (0) | No | |
| 1487321 | 2.000000 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "APHRODISIAC" tag (processing sequence 231). 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 |
|---|---|---|---|---|---|---|---|
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 2873596 | BATH, DIFFUSION, SENSUALITY | |
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 0 | ORGANIC | 1386275 | SENSUALITY | ||
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -1386275 | ORGANIC | 0 | SENSUALITY, GIFT SET |