twistpy.polarization.TimeDomainAnalysis6C.classify#
- TimeDomainAnalysis6C.classify(svm: SupportVectorMachine, eigenvector_to_classify: int = 0, compute_dop: bool = True) None[source]#
Classify wave types using a support vector machine
- Parameters
- svm
SupportVectorMachine Trained support vector machine used for wave type classification
- eigenvector_to_classify
int, optional, default=0 Integer value identifying the eigenvector that will be classified. The eigenvectors are sorted in descending order of their corresponding eigenvalue
If 0: first eigenvector, corresponding to the dominant signal in the time window (associated with the largest eigenvalue).- compute_dop
bool, optional, default = True Specify whether the degree of polarization is computed.
- svm