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Concept Classification with Bayesian Multi task Learning

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Figure

Figure 1: Contour plots of samples drawn from the prior for two regression coefficients β1 and β2 given three differentvalues of the coupling strength s
Table 1: Stimulus words from the semantic categoriesthat showed best classification accuracies
Figure 3: Classification performance per subject aver-aged over all category pairs for standard classification andmulti-task learning (error bars show standard error of themean).
Figure 4: Correlation matrices for subject-specific models for standard classification (A) and multi-task learning (B)with weak coupling (s=1) for building versus tool
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