Fold 4 - Understanding why coefficient -480636 was selected
Tag: CALM
Selected Coefficient: -480636
Taxonomy Path: -0.1.77
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? |
|---|---|---|---|---|---|
| -480636 | 3.000000 | -0.1.77 | -77.1.0 (-(77*79^2 + 79)) | Yes | |
| 1110899 | 3.000000 | 1.0.20.2 | 2.20.0.1 (2*79^3 + 20*79^2 + 1) | 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 918). 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 | ANTI-AGEING, BREAK OUTS | 824923477 | ITCHY SKIN | ||
| 13713 | Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm | 1110899 | AWARD WINNING | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | LUXURY ORGANIC CANDLE WICK TRIMMER, TRAVEL SIZE | |
| 13757 | Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm | 1110899 | AWARD WINNING | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT | |
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | -480636 | ORANGE, AWARD WINNING | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | -480636 | ORANGE, AWARD WINNING | 0 | LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT |