A Method for Detecting Incipient Faults in Satellites Based on Dynamic Linear Discriminant Analysis

Table 1

Parameter settings of PyOD.

Method	Parameter settings
IForest	n_estimators = 100, contamination = 0.05
OCSVM	Kernel = ‘linear’, nu = 0.6, contamination = 0.05
KNN	n_neighbors = 5, contamination = 0.05
LOF	n_neighbors = 20, contamination = 0.05
HBOS	n_bins = 10, alpha = 0.1, tol = 0.1, contamination = 0.05