Tag Coefficient Debug: BRASS

Fold 1 - Understanding why coefficient -37921 was selected

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Summary

Tag: BRASS

Selected Coefficient: -37921

Taxonomy Path: -1.6.6

Taxonomy Name:

Products with this tag: 7

Unique residual values tried: 5

Candidate Coefficients Tried

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?
-379214.000000-1.6.6-6.6.1 (-(6*79^2 + 6*79 + 1))Yes
9114375.01265814.3.67.11.67.3.14 (493039 + 67*79^2 + 3*79 + 14)Home & Garden > Decor > Vases > Bud VasesNo
3540652955.01265814.11.10.7.99.7.10.11.14 (9*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving TraysNo
06.00000000 (0)No
34828596.00000065.4.5.77.5.4.65 (7*79^3 + 5*79^2 + 4*79 + 65)No

Products with this Tag

These are the training products that have the "BRASS" tag (processing sequence 3507). 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
18839Antique Brass Tray354065295Home & Garden > Kitchen & Dining > Tableware > Serveware > Serving Traysnone354103216none
2310Mini Micro Pave Disc Pendant Necklace3482859CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE, MOTHER'S DAY GIFT3520780LUCKY
19311The Laya Vessel White - Small911437Home & Garden > Decor > Vases > Bud Vasesnone949358none
19044Orlando Marble Based Lamp0TABLE LAMP37921Apparel & Accessories > Jewelry > Earringsnone
20522Minimalist Ottoman Earrings-37921HAMMERED, EARRINGS0none
20525Cascading Chandelier Earrings-37921HAMMERED, EARRINGS0none
20527Embossed Flower Cocoon Earrings-37921HAMMERED, EARRINGS0none