Fold 3 - Understanding why coefficient 2041057 was selected
Tag: ORGANIC CLEANSER
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2041057 | 2.000320 | 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 |
| 3495210 | 2.000320 | 13.3.7.7 | 7.7.3.13 (7*79^3 + 7*79^2 + 3*79 + 13) | No | |
| 240066556 | 2.000320 | 13.3.72.12.6 | 6.12.72.3.13 (6*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13) | No | |
| -4082114 | 4.000000 | -26.6.22.8 | -8.22.6.26 (-(8*79^3 + 22*79^2 + 6*79 + 26)) | No | |
| 499455 | 4.000000 | 17.2.1.1 | 1.1.2.17 (493039 + 6241 + 2*79 + 17) | Media > Magazines & Newspapers > Magazines > Consumer Magazines | No |
These are the training products that have the "ORGANIC CLEANSER" tag (processing sequence 2230). 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 |
|---|---|---|---|---|---|---|---|
| 13676 | Apricot Geranium Facial Cleansing Bar | 240066556 | ACNE | 238025499 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 3495210 | LAVENDER, ACNE, ANTI-AGEING, AWARD WINNING | 1454153 | ORGANIC GIFTS | ||
| 13714 | Best Sellers Capsule Set | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ACNE | 0 | none | |
| 13668 | Essential Magazine - July 2018 | 499455 | Media > Magazines & Newspapers > Magazines > Consumer Magazines | ANTI-AGEING, AWARD WINNING, DERMATITIS | -1541602 | ORGANIC GIFTS | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | -4082114 | ANTI-AGEING, BATHOIL | -6123171 | SHOWER |