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Table 5 RANSC model performance for the three datasets

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

library Activity \(Q_{train}^{2} (R^{2} )\) \(Q_{train}^{2}\) \((R^{2} )\) (no outliers) \(Q_{ext}^{2} (R^{2} )\) \(Q_{ext}^{2}\) (AD) \((R^{2} )\)
\(TiO_{2} |Cu_{2} O\) (Ag) J SC 0.75 (0.77) 0.82 (0.84) 0.69 (0.75) 0.87 (0.89)
V OC 0.62 (0.63) 0.65 (0.66) 0.80 (0.80) 0.80 (0.80)
IQE 0.71 (0.72) 0.79 (0.82) 0.69 (0.76) 0.83 (0.87)
\(TiO_{2} |Cu_{2} O\) (Ag|Cu) J SC 0.74 (0.78) 0.78 (0.82) 0.76 (0.81) 0.84 (0.88)
V OC 0.57 (0.62) 0.73 (0.78) 0.62 (0.68) 0.73 (0.78)
IQE 0.72 (0.74) 0.78 (0.81) 0.78 (0.82) 0.82 (0.86)
\(TiO_{2} \left| {Co_{3} O_{4} } \right|MoO_{3}\) J SC 0.77 (0.78) 0.78 (0.79) 0.82 (0.83) 0.82 (0.83)
V OC −0.06 (0.03) 0.25 (0.36) 0.00 (0.10) 0.33 (0.31)
IQE 0.85 (0.86) 0.85 (0.86) 0.79 (0.81) 0.79 (0.81)