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Analysis of Pulse Diagnosis Data from a TCM Doctor and a Device by Random Forestital signs which have the PDI’s diagnoses labels. As a result, classification accuracies were over 60% in all cases. Our experiment results imply that better pulse diagnosis may be made with assistance of personal health data analysis.