Joint Probabilistic Reverse Inference can accurately predict the subject's task state
We were able to predict the task the subject was engaged in with between .7 precision to 1 precision (0.83 on average; Figure 4). The Working Memory and Language tasks exhibited the highest precision. The Motor and Social tasks exhibited the median precision. The Gambling and Relational tasks exhibited the lowest precision.