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Table 4 Number of model-compatible samples for the three datasets based on the RANSAC models

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

 

JSC

VOC

IQE

\(TiO_{2} |Cu_{2} O\) (Ag)

 # Model—compatible training samples

125/130 (96%)

120/130 (92%)

125/130 (96%)

 # Model—compatible test samples

28/32 (88%)

32/32 (100%)

28/32 (88%)

\(TiO_{2} |Cu_{2} O\) (Ag|Cu)

 # Model—compatible training samples

131/134 (98%)

127/134 (95%)

129/134 (96%)

 # Model—compatible test samples

30/32 (94%)

30/32 (94%)

31/32 (97%)

\(TiO_{2} \left| {Co_{3} O_{4} } \right|MoO_{3}\)

 # Model—compatible training samples

118/120 (98%)

101/120 (84%)

120/120 (100%)

 # Model—compatible test samples

30/30 (100%)

24/30 (80%)

30/30 (100%)