Fold 4 - Understanding why coefficient -93 was selected
Tag: DIFFUSION
Selected Coefficient: -93
Taxonomy Path: -14.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -93 | 3.000000 | -14.1 | -1.14 (-(79 + 14)) | Yes | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 1916145 | 3.012658 | 0.2.70.3 | 3.70.2.0 (3*79^3 + 70*79^2 + 2*79) | No | |
| 2041057 | 4.000000 | 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 | No |
These are the training products that have the "DIFFUSION" tag (processing sequence 1212). 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 | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 2041150 | SENSUALITY | |
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 1916145 | FACIAL, COLDS | 1916238 | UPLIFTING | ||
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 0 | ORGANIC | 93 | Home & Garden > Bathroom Accessories | SENSUALITY, UPLIFTING | |
| 3082 | Absolute Essential Calm Birth (Organic) | -93 | ORGANIC, BATHROOM | 0 | none | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | -93 | OIL, FACIAL, HYGIENE, BALANCE, BATHROOM | 0 | UPLIFTING, SLEEP |