sensorLeak - Leakage Detection for Environmental Sensor Data
Provides tools for identifying potential information
leakage and validation risks in machine learning workflows
using environmental sensor data. The package includes checks
for temporal ordering, shared sensors, spatial proximity, and
overlapping temporal windows. The diagnostics are motivated by
considerations of spatial and temporal structure in model
validation (Roberts et al., 2017) <doi:10.1111/ecog.02881>.
