1 Number of samples: 20

2 Sample sample.0 has 2 observations.

3 Sample sample.1 has 2 observations.

4 Sample sample.2 has 2 observations.

5 Sample sample.3 has 2 observations.

6 Sample sample.4 has 2 observations.

7 Sample sample.5 has 2 observations.

8 Sample sample.6 has 2 observations.

9 Sample sample.7 has 2 observations.

10 Sample sample.8 has 2 observations.

11 Sample sample.9 has 2 observations.

12 Sample sample_0 has 2 observations.

13 Sample sample_1 has 2 observations.

14 Sample sample_2 has 2 observations.

15 Sample sample_3 has 2 observations.

16 Sample sample_4 has 2 observations.

17 Sample sample_5 has 2 observations.

18 Sample sample_6 has 2 observations.

19 Sample sample_7 has 2 observations.

20 Sample sample_8 has 2 observations.

21 Sample sample_9 has 2 observations.

22 Iteration 1 likelihood: -13.8629

23 Iteration 2 likelihood: -9.56675

24 Iteration 3 likelihood: -9.56675

26 Inferred Factor Graph:

27 ######################

28 1

30 2

31 0 1

32 2 2

33 4

34 0 0.16666666666667

35 1 0.66666666666667

36 2 0.83333333333333

37 3 0.33333333333333

38 Number of samples: 20

39 Sample sample.0 has 2 observations.

40 Sample sample.1 has 2 observations.

41 Sample sample.2 has 2 observations.

42 Sample sample.3 has 2 observations.

43 Sample sample.4 has 2 observations.

44 Sample sample.5 has 2 observations.

45 Sample sample.6 has 2 observations.

46 Sample sample.7 has 2 observations.

47 Sample sample.8 has 2 observations.

48 Sample sample.9 has 2 observations.

49 Sample sample_0 has 2 observations.

50 Sample sample_1 has 2 observations.

51 Sample sample_2 has 2 observations.

52 Sample sample_3 has 2 observations.

53 Sample sample_4 has 2 observations.

54 Sample sample_5 has 2 observations.

55 Sample sample_6 has 2 observations.

56 Sample sample_7 has 2 observations.

57 Sample sample_8 has 2 observations.

58 Sample sample_9 has 2 observations.

59 Iteration 1 likelihood: 0

60 Iteration 2 likelihood: 3.97035

61 Iteration 3 likelihood: 3.97035

63 Inferred Factor Graph:

64 ######################

65 1

67 3

68 0 1 2

69 2 2 2

70 8

71 0 0.21428571428571

72 1 0.64285714285714

73 2 0.78571428571429

74 3 0.35714285714286

75 4 0.21428571428571

76 5 0.64285714285714

77 6 0.78571428571429

78 7 0.35714285714286

79 Number of samples: 5

80 Sample sample_0 has 5 observations.

81 Sample sample_1 has 4 observations.

82 Sample sample_2 has 6 observations.

83 Sample sample_3 has 6 observations.

84 Sample sample_4 has 5 observations.

85 Iteration 1 likelihood: 11.1646

86 Iteration 2 likelihood: 1.53723

87 Iteration 3 likelihood: 1.64691

88 Iteration 4 likelihood: 1.67497

89 Iteration 5 likelihood: 1.68191

91 Inferred Factor Graph:

92 ######################

93 3

95 3

96 2 6 7

97 2 2 2

98 8

99 0 0.39834336080566

100 1 0.35146414656547

101 2 0.60165663919434

102 3 0.64853585343454

103 4 0.80484468795651

104 5 0.67374245802992

105 6 0.19515531204349

106 7 0.32625754197008

108 3

109 0 1 6

110 2 2 2

111 8

112 0 1.0352133626924

113 1 1.547478952122

114 2 2.3176521897449

115 3 1.2804190071868

116 4 4.9220798130027

117 5 2.5272557501946

118 6 0.83127929631575

119 7 0.26280563080263

121 3

122 1 2 4

123 2 2 2

124 8

125 0 0.39834336080566

126 1 0.60165663919434

127 2 0.35146414656547

128 3 0.64853585343454

129 4 0.80484468795651

130 5 0.19515531204349

131 6 0.67374245802992

132 7 0.32625754197008

133 Number of samples: 5

134 Sample sample_0 has 5 observations.

135 Sample sample_1 has 4 observations.

136 Sample sample_2 has 6 observations.

137 Sample sample_3 has 6 observations.

138 Sample sample_4 has 5 observations.

139 Iteration 1 likelihood: 11.1646

140 Iteration 2 likelihood: -7.29331

141 Iteration 3 likelihood: -7.261

143 Inferred Factor Graph:

144 ######################

145 3

147 3

148 2 6 7

149 2 2 2

150 8

151 0 0.49531219972645

152 1 0.49910794290825

153 2 0.50468780027355

154 3 0.50089205709175

155 4 0.64041654995841

156 5 0.49512229392399

157 6 0.35958345004159

158 7 0.50487770607601

160 3

161 0 1 6

162 2 2 2

163 8

164 0 0.49531219972645

165 1 0.50468780027355

166 2 0.49910794290825

167 3 0.50089205709175

168 4 0.64041654995841

169 5 0.35958345004159

170 6 0.49512229392399

171 7 0.50487770607601

173 3

174 1 2 4

175 2 2 2

176 8

177 0 0.49531219972645

178 1 0.50468780027355

179 2 0.49910794290825

180 3 0.50089205709175

181 4 0.64041654995841

182 5 0.35958345004159

183 6 0.49512229392399

184 7 0.50487770607601