Research Article

TS-PADM: Anomaly Detection Model of Wireless Sensors Based on Spatial-Temporal Feature Points

Table 6

Compared results of different algorithms on Parkinson.

AlgorithmsAccuracyRecall

TS-PADM0.94450.9552
RF0.94230.9123
GBDT0.84780.8636
XGBoot0.91220.8356

The WPBC and Parkinson have similar data volume, and the TS-PADM algorithm performs best.