Fold 4 - Understanding why coefficient -1915987 was selected
Tag: SENSUALITY
Selected Coefficient: -1915987
Taxonomy Path: -0.0.70.3
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? |
|---|---|---|---|---|---|
| -1915987 | 3.000160 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | Yes | |
| 0 | 3.000320 | 0 | 0 (0) | No | |
| 93 | 5.000000 | 14.1 | 1.14 (79 + 14) | Home & Garden > Bathroom Accessories | No |
| 2041150 | 5.000000 | 27.4.11.4 | 4.11.4.27 (4*79^3 + 11*79^2 + 4*79 + 27) | No | |
| 5492330 | 5.000000 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
These are the training products that have the "SENSUALITY" tag (processing sequence 2571). 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) | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 7408317 | none | |
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 2041150 | DIFFUSION | 3957137 | none | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 93 | Home & Garden > Bathroom Accessories | ORGANIC, DIFFUSION | 1916080 | UPLIFTING | |
| 2896 | Absolute Essential Vetiver Essential Oil (Organic) | 0 | ORGANIC | 1915987 | none | ||
| 2992 | Bathing Babes Sensual Gift Set (Organic) | -1915987 | ORGANIC | 0 | none | ||
| 3093 | Foot Fetish Sensual Gift Set (Organic) | -1915987 | ORGANIC | 0 | none |