The post-earthquake communication base station condition analysis is limited to the relationship between the tower type of the base station 11, building structure 12, etc. and the earthquake.
The communication base station data from different seismic sources are randomly combined and randomly divided into training set and test set according to the ratio of 7:3. 70% of the training set data are used for learning and 30% of the test set data are used for testing.
While ignoring that the damage of the post-earthquake communication base station is also related to many factors such as the geographical location of the base station, the distance from the earthquake source, the geography and geology between the earthquake source and the communication base station.
Step 1, the first set of base station data is randomly selected in the training set, and the base station data is divided into the set of global variable parameters and local variable parameters.
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