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Explore an innovative experiment in lie detection using EEG technology and Azure Machine Learning. Learn how an EPOC headset from Emotiv was used to capture 14 channels of brain waves while subjects answered questions truthfully and deceptively. Discover the process of building a classifier in Azure Machine Learning to predict truthfulness based on this labeled dataset. Gain insights into the data cleaning process, model development, and experimental results. Discuss the limitations of this approach and potential next steps in the field. Get exposed to the Emotiv EPOC headset and Azure Machine Learning capabilities while understanding the intersection of neuroscience and artificial intelligence in the pursuit of truth detection.
