Research Article

GBDT-Based Fall Detection with Comprehensive Data from Posture Sensor and Human Skeleton Extraction

Table 3

GBDT-FD parameters.

ParameterSymbolOptimal value

Learning rate0.35
Iteration roundsT110
Cross validationk5
Total sample numberM5160
Terminal condition