![AnnularAllPlot[c1, rr1, rr2, em//First] ;](../HTMLFiles/index_36.gif){kind=small}
EM experiment #2: slightly bad initialization (full covariances)
Number of Gaussians, assumes scalar covariances
Compute EM algorithm
Visualization
Initial model
![[Graphics:../HTMLFiles/index_37.gif]](../HTMLFiles/index_37.gif)
Final model
![AnnularAllPlot[c1, rr1, rr2, em//Last] ;](../HTMLFiles/index_38.gif){kind=small}
![[Graphics:../HTMLFiles/index_39.gif]](../HTMLFiles/index_39.gif)
Plot log-likelihood of data given the model as a function of EM iteration
![PlotLogLikelihood[em, data1] ;](../HTMLFiles/index_40.gif){kind=small}
![[Graphics:../HTMLFiles/index_41.gif]](../HTMLFiles/index_41.gif)
Save solution
Animation
Created by Mathematica (September 8, 2003)