Initialization
--------------
Covariance: [ 0.02777778  0.12393162]
Cluster 0: 
	Mean: 0.70, 0.91
	Alpha: 0.50
Cluster 1: 
	Mean: 0.35, 0.34
	Alpha: 0.50

Iteration: 0
---------------------
Cluster membership: 
x2:  0.14, 0.86
x3:  0.97, 0.03
x0:  0.01, 0.99
x1:  0.03, 0.97

Cluster 0 update: 
	Mean: 0.66, 0.80
	Alpha: 0.29

Cluster 1 update: 
	Mean: 0.40, 0.23
	Alpha: 0.71
DELTA: 0.302

Iteration: 1
---------------------
Cluster membership: 
x2:  0.09, 0.91
x3:  0.92, 0.08
x0:  0.01, 0.99
x1:  0.03, 0.97

Cluster 0 update: 
	Mean: 0.67, 0.82
	Alpha: 0.26

Cluster 1 update: 
	Mean: 0.41, 0.24
	Alpha: 0.74
DELTA: 0.047

Iteration: 2
---------------------
Cluster membership: 
x2:  0.07, 0.93
x3:  0.89, 0.11
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.67, 0.84
	Alpha: 0.25

Cluster 1 update: 
	Mean: 0.41, 0.25
	Alpha: 0.75
DELTA: 0.029

Iteration: 3
---------------------
Cluster membership: 
x2:  0.06, 0.94
x3:  0.88, 0.12
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.85
	Alpha: 0.24

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.76
DELTA: 0.016

Iteration: 4
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.88, 0.12
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.85
	Alpha: 0.24

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.76
DELTA: 0.009

Iteration: 5
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.88, 0.12
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.24

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.76
DELTA: 0.004

Iteration: 6
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.87, 0.13
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.24

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.76
DELTA: 0.002

Iteration: 7
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.87, 0.13
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.24

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.76
DELTA: 0.001

Iteration: 8
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.87, 0.13
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.23

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.77
DELTA: 0.001

Iteration: 9
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.87, 0.13
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.23

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.77
DELTA: 0.000

Iteration: 10
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.87, 0.13
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.23

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.77
DELTA: 0.000

Iteration: 11
---------------------
Cluster membership: 
x2:  0.05, 0.95
x3:  0.87, 0.13
x0:  0.01, 0.99
x1:  0.02, 0.98

Cluster 0 update: 
	Mean: 0.68, 0.86
	Alpha: 0.23

Cluster 1 update: 
	Mean: 0.42, 0.25
	Alpha: 0.77
DELTA: 0.000