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. 2023 Nov 24;16(23):7322. doi: 10.3390/ma16237322
Algorithm 1 Shapley-based explainable algorithm for PZT property prediction
  • Input: 

    PZT ceramic material components-host, additive, alloying, chemical formula, process time, d33, density, tangent loss; PZT ceramic material dielectric constant.

  • Output: 

    Dielectric Constant Property, MSE, and MAE.

Procedure: 
Inline graphic
Comparison Analysis:
 CompareSHAPandCorrelation(SHAPValues, CorrelationResults)