The invention relates to a sensor system (50) for identifying a state of at least one machine (10), which sensory system comprises one or more sensors (60-62) for capturing measured values of the at least one machine (10), at least one communication interface (58, 59) and an evaluation unit (52), which is designed to capture a plurality of data sets having measured values of the one or more sensors (60-62), to select a portion of the data sets by means of active learning and, for the identification of the state of the at least one machine (10), to provide the selected portion of the data sets to the at least one communication interface (58, 59).
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