Fold 2 - Understanding why coefficient -514883250 was selected
Tag: BREAK OUTS
Selected Coefficient: -514883250
Taxonomy Path: -39.9.24.17.13
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -514883250 | 5.000000 | -39.9.24.17.13 | -13.17.24.9.39 (-(13*79^4 + 17*79^3 + 24*79^2 + 9*79 + 39)) | Yes | |
| 309559591 | 8.000160 | 66.75.67.74.7 | 7.74.67.75.66 (7*79^4 + 74*79^3 + 67*79^2 + 75*79 + 66) | No | |
| 311475578 | 8.000160 | 66.75.58.78.7 | 7.78.58.75.66 (7*79^4 + 78*79^3 + 58*79^2 + 75*79 + 66) | No | |
| -515008315 | 9.000000 | -47.12.44.17.13 | -13.17.44.12.47 (-(13*79^4 + 17*79^3 + 44*79^2 + 12*79 + 47)) | No | |
| -511388040 | 9.000000 | -26.6.17.10.13 | -13.10.17.6.26 (-(13*79^4 + 10*79^3 + 17*79^2 + 6*79 + 26)) | No | |
| -272650567 | 9.000000 | -0.0.0.0.7 | -7.0.0.0.0 (-(7*79^4)) | No |
These are the training products that have the "BREAK OUTS" tag (processing sequence 859). 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 |
|---|---|---|---|---|---|---|---|
| 13674 | Deep Nourish Facial Essence with Rose & Blackcurrant | 311475578 | ACNE, AWARD WINNING | 826358828 | none | ||
| 13700 | Radiance Facial Essence with Rose & Marula | 309559591 | ACNE, AROMATHERAPY | 824442841 | CALM, COMBINATION SKIN, ITCHY SKIN | ||
| 13703 | Carrot & Mango Cleansing Butter | -272650567 | ACNE | 242232683 | ORGANIC CLEANSER | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -511388040 | LAVENDER, ACNE, AWARD WINNING | 3495210 | COMBINATION SKIN, ECZEMA, ORGANIC CLEANSER, ROSEMARY | ||
| 13650 | Radiance Saviour Essential Collection | -514883250 | ORGANIC, ACNE, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13670 | The Ultimate Collection - Radiance Restore | -514883250 | ORGANIC, ACNE, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13651 | Radiance Saviour Complete Collection | -514883250 | ORGANIC, ACNE, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13652 | Radiance Restore Essentials Collection | -514883250 | ORGANIC, ACNE, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -514883250 | ORGANIC, ACNE, AROMATHERAPY, AWARD WINNING | 0 | none | ||
| 13653 | Radiance Restore Complete Collection | -515008315 | ORGANIC, ACNE, AROMATHERAPY, AWARD WINNING | -125065 | none |