![AnnularAllPlot[c1, rr1, rr2, em//First] ;](../HTMLFiles/index_48.gif){kind=small}
EM experiment #3: bad initialization (full covariances)
Number of Gaussians, assumes scalar covariances
Compute EM algorithm
Visualization
Initial model
![[Graphics:../HTMLFiles/index_49.gif]](../HTMLFiles/index_49.gif)
Final model
![AnnularAllPlot[c1, rr1, rr2, em//Last] ;](../HTMLFiles/index_50.gif){kind=small}
![[Graphics:../HTMLFiles/index_51.gif]](../HTMLFiles/index_51.gif)
Plot log-likelihood of data given the model as a function of EM iteration
![PlotLogLikelihood[em, data1] ;](../HTMLFiles/index_52.gif){kind=small}
![[Graphics:../HTMLFiles/index_53.gif]](../HTMLFiles/index_53.gif)
Save solution
Animation
Created by Mathematica (September 8, 2003)