Fold 4 - Understanding why coefficient -2041057 was selected
Tag: NATURAL SKINCARE
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 8
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 | 9.000160 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 818319670 | 9.001122 | 66.75.58.0.21 | 21.0.58.75.66 (21*79^4 + 58*79^2 + 75*79 + 66) | No | |
| 0 | 11.000481 | 0 | 0 (0) | No | |
| -1915987 | 11.000641 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | No | |
| 781410646 | 11.000801 | 0.0.70.4.20 | 20.4.70.0.0 (20*79^4 + 4*79^3 + 70*79^2) | No | |
| 499455 | 16.000000 | 17.2.1.1 | 1.1.2.17 (493039 + 6241 + 2*79 + 17) | Media > Magazines & Newspapers > Magazines > Consumer Magazines | No |
| -2166122 | 16.000000 | -21.6.31.4 | -4.31.6.21 (-(4*79^3 + 31*79^2 + 6*79 + 21)) | No | |
| 2041057 | 16.000000 | 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 "NATURAL SKINCARE" tag (processing sequence 2945). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 818319670 | ITCHY SKIN, BRIGHTER SKIN | 820360727 | none | ||
| 13701 | Radiance Cream with Rose & Frankincense | 781410646 | BRIGHTER SKIN | 783451703 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Face Moisturizers | none | |
| 13659 | Soothing Aromatherapy Roller Ball with Geranium, Cypress & Lavender | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 4082114 | ORGANIC BODY CARE | |
| 13639 | The Green Parent Magazine - August /Sept 2017 | 499455 | Media > Magazines & Newspapers > Magazines > Consumer Magazines | none | 2540512 | ORGANIC BODY CARE | |
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 0 | BRIGHTER SKIN | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC BODY CARE | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 0 | BRIGHTER SKIN | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC BODY CARE | |
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 0 | ITCHY SKIN | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC BODY CARE, ORGANIC GIFTS | |
| 13754 | Apricot Geranium & Apricot Palmarosa Gift Set | -1915987 | BRIGHTER SKIN | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | ORGANIC BODY CARE | |
| 13655 | Soothing Aromatherapy Little Treats Gift Set | -1915987 | BRIGHTER SKIN | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | ORGANIC BODY CARE, HAND CREAM | |
| 13670 | The Ultimate Collection - Radiance Restore | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13671 | Radiance Restore Collection | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13672 | Radiance Saviour Collection | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13650 | Radiance Saviour Essential Collection | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13652 | Radiance Restore Essentials Collection | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13651 | Radiance Saviour Complete Collection | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none | ||
| 13653 | Radiance Restore Complete Collection | -2166122 | SKINCARE SET, BRIGHTER SKIN | -125065 | none |