Fold 2 - Understanding why coefficient 1110899 was selected
Tag: CALM
Selected Coefficient: 1110899
Taxonomy Path: 1.0.20.2
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 1110899 | 2.000000 | 1.0.20.2 | 2.20.0.1 (2*79^3 + 20*79^2 + 1) | Yes | |
| -930158 | 4.000000 | -12.3.70.1 | -1.70.3.12 (-(493039 + 70*79^2 + 3*79 + 12)) | No | |
| 824442841 | 4.000000 | 26.6.13.13.21 | 21.13.13.6.26 (21*79^4 + 13*79^3 + 13*79^2 + 6*79 + 26) | No |
These are the training products that have the "CALM" tag (processing sequence 908). 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 | 824442841 | ACNE, AROMATHERAPY, BREAK OUTS | 823331942 | COMBINATION SKIN, ITCHY SKIN | ||
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | 1110899 | AWARD WINNING | 0 | GIFT UNDER £30 | ||
| 13757 | Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm | 1110899 | AWARD WINNING | 0 | none | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | 1110899 | AWARD WINNING | 0 | none | ||
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | -930158 | AROMATHERAPY, AWARD WINNING | -2041057 | GIFT UNDER £30, TRAVEL SIZE |