Fold 4 - Understanding why coefficient -2045933 was selected
Tag: CERAMIC
Selected Coefficient: -2045933
Taxonomy Path: -70.64.11.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2045933 | 3.000000 | -70.64.11.4 | -4.11.64.70 (-(4*79^3 + 11*79^2 + 64*79 + 70)) | Yes | |
| 87274144 | 3.000000 | 0.0.1.19.2 | 2.19.1.0.0 (2*79^4 + 19*79^3 + 6241) | No | |
| 87292972 | 3.000000 | 26.1.4.19.2 | 2.19.4.1.26 (2*79^4 + 19*79^3 + 4*79^2 + 79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts > Clutches | No |
| 197278893 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "CERAMIC" tag (processing sequence 952). 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 |
|---|---|---|---|---|---|---|---|
| 1512 | CHECKERBOARD MUG | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 199324826 | none | |
| 9400 | Volkswagen VW Type 1 Clutch Kit 200mm 4-pad Rigid Disc + Lightweight Chromoly Flywheel | 87292972 | Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Transmission & Drivetrain Parts > Clutches | none | 89338905 | none | |
| 9382 | Nissan Silvia SR20DET S13 S14 Stage 3 Clutch Kit + Forged Chromoly Flywheel | 87274144 | NISSAN | 89320077 | none | ||
| 1520 | CHECK MATE BLANKET | -2045933 | APPAREL, BABY | 0 | CHILDREN, VALENTINES DAY |