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Transfer possibility determination device, transfer possibility determination method, and transfer possibility determination program
Transfer possibility determination device, transfer possibility determination method, and transfer possibility determination program
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机译：传输可能性确定设备，传输可能性确定方法和传输可能性确定程序
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摘要
PROBLEM TO BE SOLVED: To reduce the man-hours required for selecting data to be used in a transfer destination model from a plurality of transfer source data, and to appropriately determine whether or not the transfer source model can be transferred. SOLUTION: A data input unit 110 that accepts input of first static characteristic data and first observation data related to a transfer source task, and a feature amount related to the first observation data will be described with the first static characteristic data as objective variables. As variables, the static characteristic information modeling unit 120 that generates a static characteristic model and the transfer source data selection that receives the second static characteristic data of the transfer destination task and selects the first static characteristic data to be used for processing. The data expansion unit 140 that receives the second observation data of the transfer destination task and calculates the extended observation data based on the second observation data and the static characteristic model, and the extended observation data is input to the analysis model. The generalization error of the prediction result obtained is calculated, and based on this, a transfer source model evaluation unit for evaluating the transfer possibility is provided. [Selection diagram] Fig. 2
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