Elimination of a measurement problem: A robust prediction model for missing eigenvector value to assess earthquake induced out-of-plane failure of infill wall

•A measurement problem was propagated during the experiments, detected and solved.•ANFIS based prediction model was proposed to predict eigenvector value.•Two shake table experiments were considered.•Reinforced and Unreinforced brick infill model modes were compared after prediction.•R2, MAPE, MSE a...

Ausführliche Beschreibung