Fold 1 - Understanding why coefficient -272650567 was selected
Tag: COMBINATION SKIN
Selected Coefficient: -272650567
Taxonomy Path: -0.0.0.0.7
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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 | 4.000000 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | Yes | |
| -155800324 | 4.000000 | -0.0.0.0.4 | -4.0.0.0.0 (-(4*79^4)) | No | |
| -471851055 | 5.000000 | -13.3.2.9.12 | -12.9.2.3.13 (-(12*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | No | |
| 3495210 | 5.000000 | 13.3.7.7 | 7.7.3.13 (7*79^3 + 7*79^2 + 3*79 + 13) | No | |
| 513091508 | 5.000000 | 17.2.53.13.13 | 13.13.53.2.17 (13*79^4 + 13*79^3 + 53*79^2 + 2*79 + 17) | No | |
| 825372999 | 5.000000 | 38.9.4.15.21 | 21.15.4.9.38 (21*79^4 + 15*79^3 + 4*79^2 + 9*79 + 38) | No |
These are the training products that have the "COMBINATION SKIN" tag (processing sequence 1068). 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 | 825372999 | ACNE, ANTI-AGEING, AROMATHERAPY, BREAK OUTS, CALM | 1098023566 | ITCHY SKIN | ||
| 13668 | Essential Magazine - July 2018 | 513091508 | ANTI-AGEING, AWARD WINNING | 785742075 | ECZEMA, ORGANIC CLEANSER | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | 3495210 | LAVENDER, ACNE, ANTI-AGEING, AWARD WINNING, BREAK OUTS | 276145777 | ECZEMA, ORGANIC CLEANSER, ROSEMARY | ||
| 10081 | Protective Day Cream SPF 23 Backbar (Wholesale) | -155800324 | ANTI AGING | 116850243 | none | ||
| 10085 | Purifying Gel Cleanser (Wholesale) | -272650567 | ACNE | 0 | none | ||
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | -471851055 | ACNE, ANTI AGING | -199200488 | none |