Fold 2 - 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: 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? |
|---|---|---|---|---|---|
| -272650567 | 3.000000 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 2041057 | 3.000160 | 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 |
| 276526478 | 3.000160 | 13.3.68.7.7 | 7.7.68.3.13 (7*79^4 + 7*79^3 + 68*79^2 + 3*79 + 13) | No | |
| 242232683 | 4.000000 | 39.9.24.17.6 | 6.17.24.9.39 (6*79^4 + 17*79^3 + 24*79^2 + 9*79 + 39) | No |
These are the training products that have the "ORGANIC CLEANSER" tag (processing sequence 2225). 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 |
|---|---|---|---|---|---|---|---|
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 276526478 | LAVENDER, ACNE, AWARD WINNING, BREAK OUTS, COMBINATION SKIN, ECZEMA | 549177045 | ROSEMARY | ||
| 13703 | Carrot & Mango Cleansing Butter | 242232683 | ACNE, BREAK OUTS | 514883250 | none | ||
| 13695 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 274691624 | none | |
| 13696 | Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender - Heart Bottle | 0 | GIFT UNDER £30 | 272650567 | none | ||
| 13676 | Apricot Geranium Facial Cleansing Bar | -272650567 | ACNE | 0 | none |