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Table 6 A comparison of model coverage, based on test set samples, between RANSAC and kNN models

From: RANdom SAmple Consensus (RANSAC) algorithm for material-informatics: application to photovoltaic solar cells

Library Activity RANSAC coverage (%) kNN coverage* (%)
\(TiO_{2} |Cu_{2} O\) (Ag) J SC 88 91
V OC 100 84
IQE 88 91
\(TiO_{2} |Cu_{2} O\) (Ag|Cu) J SC 94 79
V OC 94 79
IQE 97 73
  1. *The data for kNN were taken from Table 5 in Ref. [41]