What are Annotation Vectors? #Īn annotation vector contains real-valued numbers between 0 and 1 and can be used to distinguish between the important/unimportant subsequences within your time series (with 0 indicating undesirable and 1 indicating desirable). The process typically involves the generation of an annotation vector. Guided motif search is the process of suppressing certain portions of a time series from a motif search, either through complete exclusion, or through the penalization of z-normalized Euclidean distance near regions that are undesirable.
Quick Recap # What is Guided Motif Search? # In this tutorial, we will explore the use of annotation vectors in tackling Stop-Word Motif Bias and Simplicity Bias.
In Annotation Vectors, we were introduced to the concept of Guided Motif Search and Annotation Vectors. This tutorial is a continuation of Annotation Vectors and it summarizes the findings of the Matrix Profile V paper and replicates the presented case studies.
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