Fold 1 - Understanding why coefficient -37921 was selected
Tag: BEADS
Selected Coefficient: -37921
Taxonomy Path: -1.6.6
Taxonomy Name:
Products with this tag: 36
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? |
|---|---|---|---|---|---|
| -37921 | 2.000000 | -1.6.6 | -6.6.1 (-(6*79^2 + 6*79 + 1)) | Yes | |
| 6419 | 35.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 307006 | 35.000000 | 12.15.49 | 49.15.12 (49*79^2 + 15*79 + 12) | Hardware > Tools > Pliers | No |
These are the training products that have the "BEADS" tag (processing sequence 1600). 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 |
|---|---|---|---|---|---|---|---|
| 2159 | Beadalon® Fiber Tip Tweezers | 307006 | Hardware > Tools > Pliers | none | 344927 | none | |
| 9990 | Homemade Natural Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 44340 | QUARTZ, MEDITATION | |
| 19773 | Feather Earrings 20-10006 | -37921 | .925, EARRINGS | 0 | none | ||
| 19774 | Feather Earrings 20-10007 | -37921 | .925, EARRINGS | 0 | none | ||
| 19855 | Feather Earrings 20-10009 | -37921 | .925, EARRINGS | 0 | none | ||
| 19911 | Feather Earrings 20-10008 | -37921 | .925, EARRINGS | 0 | none | ||
| 20027 | Feather Dangle Earrings 20-10011 | -37921 | .925, EARRINGS | 0 | none | ||
| 20030 | Feather Dangle Earrings 20-10012 | -37921 | .925, EARRINGS | 0 | none | ||
| 20032 | Feather Dangle Earrings 20-10014 | -37921 | .925, EARRINGS | 0 | none | ||
| 20034 | Feather Dangle Earrings 20-10016 | -37921 | .925, EARRINGS | 0 | none | ||
| 20035 | Feather Dangle Earrings 20-10017 | -37921 | .925, EARRINGS | 0 | none | ||
| 20036 | Feather Earrings 20-10001 | -37921 | .925, EARRINGS | 0 | none | ||
| 20037 | Feather Earrings 20-10002 | -37921 | .925, EARRINGS | 0 | none | ||
| 20039 | Feather Earrings 20-10004 | -37921 | .925, EARRINGS | 0 | none | ||
| 20040 | Feather Earrings 20-10005 | -37921 | .925, EARRINGS | 0 | none | ||
| 20115 | Mandala Dangle Earrings 20-10018 | -37921 | .925, EARRINGS | 0 | none | ||
| 20116 | Mandala Wooden Dangle Earrings 20-10019 | -37921 | .925, EARRINGS | 0 | none | ||
| 20117 | Mandala Wooden Dangle Earrings 20-10020 | -37921 | .925, EARRINGS | 0 | none | ||
| 20118 | Mandala Wooden Dangle Earrings 20-10021 | -37921 | .925, EARRINGS | 0 | none | ||
| 20119 | Mandala Wooden Dangle Earrings 20-10022 | -37921 | .925, EARRINGS | 0 | none | ||
| 20120 | Mandala Wooden Dangle Earrings 20-10023 | -37921 | .925, EARRINGS | 0 | none | ||
| 20121 | Mandala Wooden Dangle Earrings 20-10025 | -37921 | .925, EARRINGS | 0 | none | ||
| 20123 | Mandala Wooden Dangle Earrings 20-10027 | -37921 | .925, EARRINGS | 0 | none | ||
| 20125 | Mandala Wooden Dangle Earrings 20-10029 | -37921 | .925, EARRINGS | 0 | none | ||
| 20126 | Mandala Wooden Dangle Earrings 20-10030 | -37921 | .925, EARRINGS | 0 | none | ||
| 20127 | Mandala Wooden Dangle Earrings 20-10031 | -37921 | .925, EARRINGS | 0 | none | ||
| 20128 | Mandala Wooden Dangle Earrings 20-10032 | -37921 | .925, EARRINGS | 0 | none | ||
| 20129 | Mandala Wooden Dangle Earrings 20-10033 | -37921 | .925, EARRINGS | 0 | none | ||
| 20130 | Mandala Wooden Dangle Earrings 20-10034 | -37921 | .925, EARRINGS | 0 | none | ||
| 20131 | Mandala Wooden Dangle Earrings 20-10035 | -37921 | .925, EARRINGS | 0 | none | ||
| 20132 | Mandala Wooden Dangle Earrings 20-10036 | -37921 | .925, EARRINGS | 0 | none | ||
| 20133 | Mandala Wooden Dangle Earrings 20-10037 | -37921 | .925, EARRINGS | 0 | none | ||
| 20134 | Mandala Wooden Dangle Earrings 20-10038 | -37921 | .925, EARRINGS | 0 | none | ||
| 20135 | Mandala Wooden Dangle Earrings 20-10039 | -37921 | .925, EARRINGS | 0 | none | ||
| 20136 | Mandala Wooden Dangle Earrings 20-10040 | -37921 | .925, EARRINGS | 0 | none | ||
| 20137 | Mandala Wooden Dangle Earrings 20-10041 | -37921 | .925, EARRINGS | 0 | none |