Fold 3 - Understanding why coefficient 2041057 was selected
Tag: SENSUALITY
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2041057 | 3.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| -2041057 | 4.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| -1915987 | 4.000000 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | No | |
| 7533387 | 4.000000 | 26.6.22.15 | 15.22.6.26 (15*79^3 + 22*79^2 + 6*79 + 26) | No |
These are the training products that have the "SENSUALITY" tag (processing sequence 2574). 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) | 7533387 | BODY OIL | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | |
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC, BODY OIL | 0 | none | |
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | AROMATHERAPY, BODY OIL | 0 | none | |
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -1915987 | ORGANIC, AROMATHERAPY, BODY OIL | -3957044 | SKIN | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | -2041057 | ORGANIC, AROMATHERAPY | -4082114 | none |