AnalyticBridge
Data Intelligence, Business Analytics
Support Vector Regression (SVR): predict earthquakes through sunspots
In the last months we discussed a lot about text mining algorithms, I would like for a while focus on data mining aspects.
Today I would talk about one of the most intriguing topics related to data mining tasks: the regression analysis.
...To read the entire post click here
Experiment: Earthquakes prediction using sunspots as regressor
Early warning: this is just a tutorial, so don't consider the results of this experiment as a real scientific work on earthquake prediction!
Data considered:
- series of earthquakes registered in USA since 1774 to 1989.
- series of sunspots registered since 1774 to 1989.
Let's plot the graph of the number of quakes registered per year and the related number of sunspot:
...To read the entire post click here
Support Vector Regression
I removed the time line axis; the below graph shows the number of earthquakes and the respective number of sunspots:
In Red the original data, in Blue the predicted data. |
...To read the entire post click here
Views: 495
Comment
Top Content
Follow us
© 2013 AnalyticBridge.com is a subsidiary and dedicated channel of Data Science Central LLC
You need to be a member of AnalyticBridge to add comments!
Join AnalyticBridge