Tag Coefficient Debug: CALM

Fold 4 - Understanding why coefficient -480636 was selected

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Summary

Tag: CALM

Selected Coefficient: -480636

Taxonomy Path: -0.1.77

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 3

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?
-4806363.000000-0.1.77-77.1.0 (-(77*79^2 + 79))Yes
11108993.0000001.0.20.22.20.0.1 (2*79^3 + 20*79^2 + 1)No
8244428414.00000026.6.13.13.2121.13.13.6.26 (21*79^4 + 13*79^3 + 13*79^2 + 6*79 + 26)No

Products with this Tag

These are the training products that have the "CALM" tag (processing sequence 918). 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
13700Radiance Facial Essence with Rose & Marula824442841ANTI-AGEING, BREAK OUTS824923477ITCHY SKIN
13713Luxury Aromatherapy Candle - Rose Tree No. 7, Travel Size - Calm1110899AWARD WINNING1591535Apparel & Accessories > Clothing > Socks > Crew SocksLUXURY ORGANIC CANDLE WICK TRIMMER, TRAVEL SIZE
13757Luxury Aromatherapy Candle - Rose Tree No. 7 - Calm1110899AWARD WINNING1591535Apparel & Accessories > Clothing > Socks > Crew SocksLUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT
13710Luxury Aromatherapy Candle - Rose Tree No. 12, Travel Size - Restore-480636ORANGE, AWARD WINNING0LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT
13759Luxury Aromatherapy Candle - Rose Tree No. 12 - Restore-480636ORANGE, AWARD WINNING0LUXURY ORGANIC CANDLE WICK TRIMMER, ORGANIC GIFT