Fold 3 - Understanding why coefficient -333583360 was selected
Tag: BATH
Selected Coefficient: -333583360
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 6.000198 | 0 | 0 (0) | No | |
| -333583360 | 6.000198 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)) | Yes | |
| -741253 | 6.000397 | -13.3.5.2 | -2.5.3.13 (-(2*71^3 + 5*71^2 + 3*71 + 13)) | No | |
| 1386275 | 6.000397 | 0.0.62.3 | 3.62.0.0 (3*71^3 + 62*71^2) | No | |
| 2873596 | 7.000198 | 13.3.2.8 | 8.2.3.13 (8*71^3 + 2*71^2 + 3*71 + 13) | No | |
| 1487321 | 7.000198 | 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 |
| 162 | 8.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "BATH" tag (processing sequence 481). 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 | 2873596 | APHRODISIAC | 336456956 | none | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 335070681 | SKIN TONING | |
| 2917 | Absolute Essential Rosewood Essential Oil (Wild) | 1386275 | FACIAL, APHRODISIAC | 334969635 | none | ||
| 1173 | Spiritual Love Baths | 162 | Religious & Ceremonial > Religious Items | none | 333583522 | none | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | |
| 2895 | Absolute Essential Vanilla 45% Essential Oil (Organic) | 0 | ORGANIC | 333583360 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Skin Care Masks & Peels | none | |
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -741253 | ORGANIC, DEODORANT | 332842107 | none | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -333583360 | FACIAL, ANTI-AGEING | 0 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -333583360 | FACIAL, ANTI-AGEING | 0 | none |