Fold 4 - Understanding why coefficient -1591535 was selected
Tag: ORGANIC GIFT
Selected Coefficient: -1591535
Taxonomy Path: -1.1.18.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -1591535 | 3.000000 | -1.1.18.3 | -3.18.1.1 (-(3*79^3 + 18*79^2 + 79 + 1)) | Yes | |
| -480636 | 3.012658 | -0.1.77 | -77.1.0 (-(77*79^2 + 79)) | No | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| -1067540 | 4.000000 | -13.4.13.2 | -2.13.4.13 (-(2*79^3 + 13*79^2 + 4*79 + 13)) | No |
These are the training products that have the "ORGANIC GIFT" tag (processing sequence 2232). 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 |
|---|---|---|---|---|---|---|---|
| 13757 | Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm | 0 | AWARD WINNING, CALM, LUXURY ORGANIC CANDLE WICK TRIMMER | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | none | |
| 13712 | Luxury Aromatherapy Candle - Rose Tree No. 1 - De-Stress - Travel Size | -480636 | AWARD WINNING, LUXURY ORGANIC CANDLE WICK TRIMMER | 1110899 | TRAVEL SIZE | ||
| 13711 | Luxury Aromatherapy Candle - Rose Tree No. 5, Travel Size - Peace | -1067540 | LAVENDER, AWARD WINNING, LUXURY ORGANIC CANDLE WICK TRIMMER | 523995 | TRAVEL SIZE | ||
| 13710 | Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore | -1591535 | ORANGE, AWARD WINNING, CALM, LUXURY ORGANIC CANDLE WICK TRIMMER | 0 | none | ||
| 13759 | Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore | -1591535 | ORANGE, AWARD WINNING, CALM, LUXURY ORGANIC CANDLE WICK TRIMMER | 0 | none |