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Table 5 Comparison with state-of-the-art

From: Predicting the Big Five personality traits from handwriting

Work/Year Method Prediction accuracy
Champa and AnandaKumar [2010] [4] Set of rule-based classifiers 68%
Chen and Lin [2017] [6] Support Vector Machines, k-nearest neighbors, and AdaBoost classifiers 72.8%
Fallah and Khotanlou [2016] [5] Hidden Markov Models and neural networks 78.9%
Current work [2017] Feed-forward neural networks 84.4% (intra-subject)/80.5% (inter-subject)