Tag Coefficient Debug: GLASS

Fold 4 - Understanding why coefficient 119776 was selected

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Summary

Tag: GLASS

Selected Coefficient: 119776

Taxonomy Path: 12.15.19

Taxonomy Name: Hardware > Tools > Grips

Products with this tag: 5

Unique residual values tried: 4

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?
1197763.00000012.15.1919.15.12 (19*79^2 + 15*79 + 12)Hardware > Tools > GripsYes
-3800674.000000-77.70.60-60.70.77 (-(60*79^2 + 70*79 + 77))No
64194.00000020.2.11.2.20 (6241 + 2*79 + 20)Religious & Ceremonial > Religious Items > Prayer BeadsNo
5487841984.00000033.7.5.7.1414.7.5.7.33 (14*79^4 + 7*79^3 + 5*79^2 + 7*79 + 33)No

Products with this Tag

These are the training products that have the "GLASS" tag (processing sequence 1539). 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
294Farm Sanctuary Intention Bracelet548784198GOLD, GIFT, ALYCIÆNGEL, BETTER TOGETHER, BOHO548664422BRACELET, CHARM
12836IMT 2 Pack Vacuum Suction Cup with Curved Pad119776Hardware > Tools > Gripsnone0none
12841IMT 4.5" T-Handle Vacuum Suction Cup119776Hardware > Tools > Gripsnone0GRANITE, TILES
12061Magical Beginnings Mama Mala6419Religious & Ceremonial > Religious Items > Prayer Beadsnone-113357MOONSTONE
12845IMT 5" 2 PACK Vacuum Suction Cup-380067FURNITURE-499843GRANITE