saaps.sapm.anom001
Class SumKpNetwork

java.lang.Object
  |
  +--saaps.sapm.anom001.SumKpNetwork

public class SumKpNetwork

extends java.lang.Object

A model for the predictions of satellite anomalies for the next day based on the sum Kp.

The model consist of a neural network with 6 days of input, 3 hidden units and one output unit. The transfer functions used are the tanh for both layers.

The output is whether there will be any anomalies the next day based on the anomaly database ANOM001.

Constructor Summary

SumKpNetwork(TimeSeries ts)
Load the Kp data for the time interval d1 to d2 and produce the predictions.

Method Summary

Jama.Matrix	getOutput() Get the output as a Matrix object.
TimeSeries	getTS() Get the output as a TimeSeries object.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

SumKpNetwork

public SumKpNetwork(TimeSeries ts)

Load the Kp data for the time interval d1 to d2 and produce the predictions.

Parameters:

d1 - start time

d2 - end time

Method Detail

getOutput

public Jama.Matrix getOutput()

Get the output as a Matrix object.

getTS

public TimeSeries getTS()

Get the output as a TimeSeries object.