Study the basic ideas of time sequence classification and apply them in a small venture utilizing Python
Time sequence knowledge is omnipresent in lots of industries, and whereas forecasting time sequence is extensively addressed, classifying time sequence knowledge is usually neglected.
On this article, we get an entire introduction to the sector of time sequence classification, exploring its real-life functions, getting an outline of the completely different strategies and making use of a few of them in a small classification venture utilizing Python.
Let’s get began!
Time sequence classification is a area of supervised machine studying the place a number of options are measured throughout time and used to assign a class.
Due to this fact, the objective in classifying time sequence is to assign a label reasonably than predict the longer term worth of the sequence.
Time sequence classification is usually used with sensor knowledge. Therefore, we are able to carry out predictive upkeep and monitor completely different gear to foretell if a failure is probably going…