Fold 1 - Understanding why coefficient 2041057 was selected
Tag: DIFFUSION
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 8
Unique residual values tried: 1
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 | 0.000000 | 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 |
These are the training products that have the "DIFFUSION" tag (processing sequence 279). 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 |
|---|---|---|---|---|---|---|---|
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 3073 | Absolute Essential Sandalwood, Australian Essential Oil | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none | |
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | WOUND CARE | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | GIFT SET, FAIR TRADE, MATERNITY, BIRTH CARE, MUSCLE RELIEF, BABIES | |
| 3082 | Absolute Essential Calm Birth (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | FAIR TRADE, MATERNITY, BIRTH CARE | |
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | MEDITATION | |
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 0 | none |