The dataset for these experiments is same as dataset for Hypocenter estimation experiments, i.e. roughly 11,000 streams of acceleration data spanning across 26 events. Data has labeled distance from epicenter and magnitude of earthquake for the station with which it was recorded. The magnitude was verified from USGS Catalog.
First step was to divide the total data into training and test with respect to events. Out of total 26 events for which data was available 66% were used to estimate coefficients, and the equation was tested for remaining test data.
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