Fold 1 - Understanding why coefficient -272650567 was selected
Tag: ORGANIC CLEANSER
Selected Coefficient: -272650567
Taxonomy Path: -0.0.0.0.7
Taxonomy Name:
Products with this tag: 7
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 | 5.000000 | 0 | 0 (0) | No | |
| -272650567 | 5.000000 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | Yes | |
| -270484440 | 5.000160 | -53.72.47.74.6 | -6.74.47.72.53 (-(6*79^4 + 74*79^3 + 47*79^2 + 72*79 + 53)) | No | |
| 514758180 | 5.000160 | 26.6.4.17.13 | 13.17.4.6.26 (13*79^4 + 17*79^3 + 4*79^2 + 6*79 + 26) | No | |
| -1025434246 | 6.000000 | -26.6.65.25.26 | -26.25.65.6.26 (-(26*79^4 + 25*79^3 + 65*79^2 + 6*79 + 26)) | No | |
| 276526478 | 6.000000 | 13.3.68.7.7 | 7.7.68.3.13 (7*79^4 + 7*79^3 + 68*79^2 + 3*79 + 13) | No | |
| 786122776 | 6.000000 | 17.2.35.14.20 | 20.14.35.2.17 (20*79^4 + 14*79^3 + 35*79^2 + 2*79 + 17) | No |
These are the training products that have the "ORGANIC CLEANSER" tag (processing sequence 2234). 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 |
|---|---|---|---|---|---|---|---|
| 13668 | Essential Magazine - July 2018 | 786122776 | ANTI-AGEING, AWARD WINNING, COMBINATION SKIN, ECZEMA | 1058773343 | none | ||
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 514758180 | ANTI-AGEING | 787408747 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 276526478 | LAVENDER, ACNE, ANTI-AGEING, AWARD WINNING, BREAK OUTS, COMBINATION SKIN, ECZEMA | 549177045 | ROSEMARY | ||
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 0 | ANTI-AGEING, GIFT UNDER £30 | 272650567 | none | ||
| 13703 | Carrot & Mango Cleansing Butter | -270484440 | ACNE, BREAK OUTS | 2166127 | none | ||
| 13676 | Apricot Geranium Facial Cleansing Bar | -272650567 | ACNE | 0 | none | ||
| 13714 | Best Sellers Capsule Set | -1025434246 | ACNE, GIFT UNDER £30 | -752783679 | none |