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CD ROM Paradise Collection 4
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CD ROM Paradise Collection 4 1995 Nov.iso
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IRISMIX.PRT
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1995-01-11
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1,155 lines
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Hierarchical Grouping
Number of Groups
Rank Item Kmeans Stage 1 5 10 15 20 25 30
1 -1 1 0 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2 -28 2 144 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
3 -29 3 124 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
4 -8 4 109 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
5 -40 5 148 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
6 -50 6 135 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
7 -21 7 73 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
8 -11 8 41 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
9 -49 9 147 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
10 -19 10 95 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
11 -15 11 27 X X X X X X X X X X X X X X X X X X X X X X X X X X X . . .
12 -32 12 40 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
13 -37 13 89 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
14 -5 14 12 X X X X X X X X X X X X . . . . . . . . . . . . . . . . . .
15 -38 15 105 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
16 -47 16 115 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
17 -45 17 67 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
18 -33 18 54 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
19 -16 19 24 X X X X X X X X X X X X X X X X X X X X X X X X . . . . . .
20 -34 20 75 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
21 -6 21 16 X X X X X X X X X X X X X X X X . . . . . . . . . . . . . .
22 -20 22 113 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
23 -22 23 106 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
24 -17 24 56 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
25 -23 25 49 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
26 -18 26 37 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
27 -41 27 143 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
28 -24 28 76 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
29 -27 29 117 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
30 -44 30 55 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
31 -2 31 6 X X X X X X . . . . . . . . . . . . . . . . . . . . . . . .
32 -35 32 134 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
33 -26 33 125 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
34 -10 34 99 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
35 -13 35 141 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
36 -36 36 51 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
37 -46 37 97 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
38 -42 38 26 X X X X X X X X X X X X X X X X X X X X X X X X X X . . . .
39 -3 39 15 X X X X X X X X X X X X X X X . . . . . . . . . . . . . . .
40 -48 40 130 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
41 -7 41 87 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
42 -43 42 111 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
43 -9 43 59 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
44 -39 44 138 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
45 -14 45 122 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
46 -4 46 38 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
47 -30 47 140 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
48 -31 48 123 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
49 -12 49 94 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
50 -25 50 58 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
Hierarchical Grouping
Number of Groups
Rank Item Kmeans Stage 1 5 10 15 20 25 30
51 -51 51 1 X . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
52 -53 52 98 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
53 -87 53 116 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
54 -66 54 72 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
55 -76 55 146 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
56 -55 56 52 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
57 -78 57 92 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
58 -59 58 44 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
59 -77 59 107 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
60 -72 60 35 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
61 -75 61 90 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
62 -98 62 120 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
63 -63 63 11 X X X X X X X X X X X . . . . . . . . . . . . . . . . . . .
64 -69 64 39 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
65 -88 65 80 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
66 -56 66 7 X X X X X X X . . . . . . . . . . . . . . . . . . . . . . .
67 -91 67 112 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
68 -68 68 45 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
69 -74 69 79 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
70 -64 70 32 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
71 -92 71 139 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
72 -84 72 57 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
73 -134 73 91 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
74 -73 74 13 X X X X X X X X X X X X X . . . . . . . . . . . . . . . . .
75 -120 75 85 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
76 -109 76 46 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
77 -135 77 23 X X X X X X X X X X X X X X X X X X X X X X X . . . . . . .
78 -104 78 20 X X X X X X X X X X X X X X X X X X X X . . . . . . . . . .
79 -117 79 108 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
80 -138 80 127 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
81 -52 81 4 X X X X . . . . . . . . . . . . . . . . . . . . . . . . . .
82 -57 82 100 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
83 -62 83 62 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
84 -79 84 96 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
85 -86 85 53 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
86 -89 86 25 X X X X X X X X X X X X X X X X X X X X X X X X X . . . . .
87 -96 87 101 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
88 -95 88 77 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
89 -97 89 128 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
90 -100 90 133 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
91 -60 91 9 X X X X X X X X X . . . . . . . . . . . . . . . . . . . . .
92 -67 92 50 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
93 -85 93 121 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
94 -107 94 36 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
95 -71 95 18 X X X X X X X X X X X X X X X X X X . . . . . . . . . . . .
96 -150 96 86 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
97 -128 97 74 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
98 -139 98 145 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
99 -102 99 31 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
100 -143 100 149 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
Hierarchical Grouping
Number of Groups
Rank Item Kmeans Stage 1 5 10 15 20 25 30
101 -114 101 63 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
102 -122 102 78 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
103 -54 103 5 X X X X X . . . . . . . . . . . . . . . . . . . . . . . . .
104 -90 104 118 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
105 -70 105 42 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
106 -81 106 142 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
107 -82 107 131 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
108 -80 108 65 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
109 -83 109 82 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
110 -93 110 137 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
111 -58 111 28 X X X X X X X X X X X X X X X X X X X X X X X X X X X X . .
112 -94 112 126 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
113 -61 113 61 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
114 -65 114 21 X X X X X X X X X X X X X X X X X X X X X . . . . . . . . .
115 -99 115 60 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
116 -101 116 2 X X . . . . . . . . . . . . . . . . . . . . . . . . . . . .
117 -137 117 71 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
118 -149 118 136 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
119 -115 119 17 X X X X X X X X X X X X X X X X X . . . . . . . . . . . . .
120 -116 120 33 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
121 -141 121 93 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
122 -145 122 102 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
123 -142 123 29 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X .
124 -146 124 110 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
125 -103 125 8 X X X X X X X X . . . . . . . . . . . . . . . . . . . . . .
126 -136 126 47 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
127 -105 127 19 X X X X X X X X X X X X X X X X X X X . . . . . . . . . . .
128 -129 128 103 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
129 -133 129 119 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
130 -111 130 34 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
131 -148 131 114 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
132 -113 132 66 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
133 -140 133 132 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
134 -110 134 30 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
135 -121 135 48 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
136 -144 136 104 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
137 -125 137 64 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
138 -112 138 14 X X X X X X X X X X X X X X . . . . . . . . . . . . . . . .
139 -124 139 83 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
140 -127 140 129 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
141 -147 141 84 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
142 -106 142 3 X X X . . . . . . . . . . . . . . . . . . . . . . . . . . .
143 -131 143 81 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
144 -123 144 70 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
145 -119 145 43 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
146 -108 146 22 X X X X X X X X X X X X X X X X X X X X X X . . . . . . . .
147 -130 147 88 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
148 -126 148 68 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
149 -118 149 10 X X X X X X X X X X . . . . . . . . . . . . . . . . . . . .
150 -132 150 69 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Sample Size = 150
Number of Variables = 4
Number of Types = 3
Iteration Number 0
Log Likelihood of 3 Types in this sample = .00000000
Characteristics of the Whole Sample
Means
1 2 3 4
5.8433 3.0573 3.7580 1.1993
Standard Deviations
1 2 3 4
.8253 .4344 1.7594 .7597
Correlations
1 2 3 4
1.0000 -.1176 .8718 .8179
-.1176 1.0000 -.4284 -.3661
.8718 -.4284 1.0000 .9629
.8179 -.3661 .9629 1.0000
Characteristics of Type 1
The Proportion of the Population from this Type= .333
Means
1 2 3 4
5.0060 3.4280 1.4620 .2460
Standard Deviations
1 2 3 4
.3489 .3753 .1719 .1043
Correlations
1 2 3 4
1.0000 .7425 .2672 .2781
.7425 1.0000 .1777 .2328
.2672 .1777 1.0000 .3316
.2781 .2328 .3316 1.0000
Characteristics of Type 2
The Proportion of the Population from this Type= .333
Means
1 2 3 4
5.9360 2.7700 4.2600 1.3260
Standard Deviations
1 2 3 4
.5110 .3106 .4652 .1958
Correlations
1 2 3 4
1.0000 .5259 .7540 .5465
.5259 1.0000 .5605 .6640
.7540 .5605 1.0000 .7867
.5465 .6640 .7867 1.0000
Characteristics of Type 3
The Proportion of the Population from this Type= .333
Means
1 2 3 4
6.5880 2.9740 5.5520 2.0260
Standard Deviations
1 2 3 4
.6295 .3193 .5463 .2719
Correlations
1 2 3 4
1.0000 .4572 .8642 .2811
.4572 1.0000 .4010 .5377
.8642 .4010 1.0000 .3221
.2811 .5377 .3221 1.0000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Iteration 1 Log likelihood of 3 types in this sample = 368.44181
Iteration 2 Log likelihood of 3 types in this sample = 369.14084
Iteration 3 Log likelihood of 3 types in this sample = 369.63447
Iteration 4 Log likelihood of 3 types in this sample = 370.20188
Iteration 5 Log likelihood of 3 types in this sample = 370.77699
Iteration 6 Log likelihood of 3 types in this sample = 371.05408
Iteration 7 Log likelihood of 3 types in this sample = 371.13964
Iteration 8 Log likelihood of 3 types in this sample = 371.16579
Iteration 9 Log likelihood of 3 types in this sample = 371.17392
Iteration 10 Log likelihood of 3 types in this sample = 371.17646
Iteration 11 Log likelihood of 3 types in this sample = 371.17727
Iteration 12 Log likelihood of 3 types in this sample = 371.17753
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Sample Size = 150
Number of Variables = 4
Number of Types = 3
Iteration Number 13
Log Likelihood of 3 Types in this sample = 371.17761
Characteristics of the Whole Sample
Means
1 2 3 4
5.8433 3.0573 3.7580 1.1993
Standard Deviations
1 2 3 4
.8253 .4344 1.7594 .7597
Correlations
1 2 3 4
1.0000 -.1176 .8718 .8179
-.1176 1.0000 -.4284 -.3661
.8718 -.4284 1.0000 .9629
.8179 -.3661 .9629 1.0000
Characteristics of Type 1
The Proportion of the Population from this Type= .333
Means
1 2 3 4
5.0060 3.4280 1.4620 .2460
Standard Deviations
1 2 3 4
.3489 .3753 .1719 .1043
Correlations
1 2 3 4
1.0000 .7425 .2672 .2781
.7425 1.0000 .1777 .2328
.2672 .1777 1.0000 .3316
.2781 .2328 .3316 1.0000
Characteristics of Type 2
The Proportion of the Population from this Type= .299
Means
1 2 3 4
5.9150 2.7778 4.2017 1.2970
Standard Deviations
1 2 3 4
.5247 .3044 .4480 .1789
Correlations
1 2 3 4
1.0000 .6069 .7857 .5795
.6069 1.0000 .6684 .7896
.7857 .6684 1.0000 .7611
.5795 .7896 .7611 1.0000
Characteristics of Type 3
The Proportion of the Population from this Type= .367
Means
1 2 3 4
6.5446 2.9487 5.4797 1.9847
Standard Deviations
1 2 3 4
.6221 .3322 .5725 .2928
Correlations
1 2 3 4
1.0000 .4462 .8502 .3382
.4462 1.0000 .4432 .5757
.8502 .4432 1.0000 .4442
.3382 .5757 .4442 1.0000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3
1 1 1.000 .000 .000
2 1 1.000 .000 .000
3 1 1.000 .000 .000
4 1 1.000 .000 .000
5 1 1.000 .000 .000
6 1 1.000 .000 .000
7 1 1.000 .000 .000
8 1 1.000 .000 .000
9 1 1.000 .000 .000
10 1 1.000 .000 .000
11 1 1.000 .000 .000
12 1 1.000 .000 .000
13 1 1.000 .000 .000
14 1 1.000 .000 .000
15 1 1.000 .000 .000
16 1 1.000 .000 .000
17 1 1.000 .000 .000
18 1 1.000 .000 .000
19 1 1.000 .000 .000
20 1 1.000 .000 .000
21 1 1.000 .000 .000
22 1 1.000 .000 .000
23 1 1.000 .000 .000
24 1 1.000 .000 .000
25 1 1.000 .000 .000
26 1 1.000 .000 .000
27 1 1.000 .000 .000
28 1 1.000 .000 .000
29 1 1.000 .000 .000
30 1 1.000 .000 .000
31 1 1.000 .000 .000
32 1 1.000 .000 .000
33 1 1.000 .000 .000
34 1 1.000 .000 .000
35 1 1.000 .000 .000
36 1 1.000 .000 .000
37 1 1.000 .000 .000
38 1 1.000 .000 .000
39 1 1.000 .000 .000
40 1 1.000 .000 .000
41 1 1.000 .000 .000
42 1 1.000 .000 .000
43 1 1.000 .000 .000
44 1 1.000 .000 .000
45 1 1.000 .000 .000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3
46 1 1.000 .000 .000
47 1 1.000 .000 .000
48 1 1.000 .000 .000
49 1 1.000 .000 .000
50 1 1.000 .000 .000
51 2 .000 1.000 .000
52 2 .000 .999 .001
53 2 .000 .994 .006
54 2 .000 .931 .069
55 2 .000 .970 .030
56 2 .000 .968 .032
57 2 .000 .986 .014
58 2 .000 1.000 .000
59 2 .000 .999 .001
60 2 .000 .966 .034
61 2 .000 .998 .002
62 2 .000 .993 .007
63 2 .000 .999 .001
64 2 .000 .967 .033
65 2 .000 1.000 .000
66 2 .000 1.000 .000
67 2 .000 .924 .076
68 2 .000 .996 .004
69 3 .000 .003 .997
70 2 .000 .999 .001
71 3 .000 .053 .947
72 2 .000 1.000 .000
73 3 .000 .042 .958
74 2 .000 .912 .088
75 2 .000 1.000 .000
76 2 .000 1.000 .000
77 2 .000 .988 .012
78 3 .000 .330 .670
79 2 .000 .964 .036
80 2 .000 1.000 .000
81 2 .000 .999 .001
82 2 .000 1.000 .000
83 2 .000 1.000 .000
84 3 .000 .007 .993
85 2 .000 .848 .152
86 2 .000 .987 .013
87 2 .000 .998 .002
88 2 .000 .918 .082
89 2 .000 .999 .001
90 2 .000 .990 .010
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3
91 2 .000 .940 .060
92 2 .000 .991 .009
93 2 .000 .999 .001
94 2 .000 1.000 .000
95 2 .000 .994 .006
96 2 .000 .997 .003
97 2 .000 .998 .002
98 2 .000 .999 .001
99 2 .000 1.000 .000
100 2 .000 .999 .001
101 3 .000 .000 1.000
102 3 .000 .000 1.000
103 3 .000 .000 1.000
104 3 .000 .000 1.000
105 3 .000 .000 1.000
106 3 .000 .000 1.000
107 3 .000 .000 1.000
108 3 .000 .000 1.000
109 3 .000 .000 1.000
110 3 .000 .000 1.000
111 3 .000 .000 1.000
112 3 .000 .000 1.000
113 3 .000 .000 1.000
114 3 .000 .000 1.000
115 3 .000 .000 1.000
116 3 .000 .000 1.000
117 3 .000 .001 .999
118 3 .000 .000 1.000
119 3 .000 .000 1.000
120 3 .000 .000 1.000
121 3 .000 .000 1.000
122 3 .000 .000 1.000
123 3 .000 .000 1.000
124 3 .000 .000 1.000
125 3 .000 .000 1.000
126 3 .000 .001 .999
127 3 .000 .000 1.000
128 3 .000 .006 .994
129 3 .000 .000 1.000
130 3 .000 .005 .995
131 3 .000 .000 1.000
132 3 .000 .006 .994
133 3 .000 .000 1.000
134 3 .000 .216 .784
135 3 .000 .000 1.000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3
136 3 .000 .000 1.000
137 3 .000 .000 1.000
138 3 .000 .002 .998
139 3 .000 .006 .994
140 3 .000 .000 1.000
141 3 .000 .000 1.000
142 3 .000 .000 1.000
143 3 .000 .000 1.000
144 3 .000 .000 1.000
145 3 .000 .000 1.000
146 3 .000 .000 1.000
147 3 .000 .000 1.000
148 3 .000 .000 1.000
149 3 .000 .000 1.000
150 3 .000 .002 .998
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Members of Cluster 1
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
1 2 3 4 5 6 7 8 9
10 11 12 13 14 15 16 17 18
19 20 21 22 23 24 25 26 27
28 29 30 31 32 33 34 35 36
37 38 39 40 41 42 43 44 45
46 47 48 49 50
Members of Cluster 2
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
51 52 53 54 55 56 57 58 59
60 61 62 63 64 65 66 67 68
70 72 74 75 76 77 79 80 81
82 83 85 86 87 88 89 90 91
92 93 94 95 96 97 98 99 100
Members of Cluster 3
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
69 71 73 78 84 101 102 103 104
105 106 107 108 109 110 111 112 113
114 115 116 117 118 119 120 121 122
123 124 125 126 127 128 129 130 131
132 133 134 135 136 137 138 139 140
141 142 143 144 145 146 147 148 149
150
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Sample Size = 150
Number of Variables = 4
Number of Types = 4
Iteration Number 0
Log Likelihood of 4 Types in this sample = 371.17761
Characteristics of the Whole Sample
Means
1 2 3 4
5.8433 3.0573 3.7580 1.1993
Standard Deviations
1 2 3 4
.8253 .4344 1.7594 .7597
Correlations
1 2 3 4
1.0000 -.1176 .8718 .8179
-.1176 1.0000 -.4284 -.3661
.8718 -.4284 1.0000 .9629
.8179 -.3661 .9629 1.0000
Characteristics of Type 1
The Proportion of the Population from this Type= .333
Means
1 2 3 4
5.0060 3.4280 1.4620 .2460
Standard Deviations
1 2 3 4
.4170 .3257 .4325 .2098
Correlations
1 2 3 4
1.0000 .5206 .5540 .3191
.5206 1.0000 .2778 .3475
.5540 .2778 1.0000 .7440
.3191 .3475 .7440 1.0000
Characteristics of Type 2
The Proportion of the Population from this Type= .433
Means
1 2 3 4
5.9523 2.7662 4.4692 1.4277
Standard Deviations
1 2 3 4
.4170 .3257 .4325 .2098
Correlations
1 2 3 4
1.0000 .5206 .5540 .3191
.5206 1.0000 .2778 .3475
.5540 .2778 1.0000 .7440
.3191 .3475 .7440 1.0000
Characteristics of Type 3
The Proportion of the Population from this Type= .173
Means
1 2 3 4
6.6000 3.0577 5.4846 2.1962
Standard Deviations
1 2 3 4
.4170 .3257 .4325 .2098
Correlations
1 2 3 4
1.0000 .5206 .5540 .3191
.5206 1.0000 .2778 .3475
.5540 .2778 1.0000 .7440
.3191 .3475 .7440 1.0000
Characteristics of Type 4
The Proportion of the Population from this Type= .060
Means
1 2 3 4
7.5222 3.1000 6.3889 1.9667
Standard Deviations
1 2 3 4
.4170 .3257 .4325 .2098
Correlations
1 2 3 4
1.0000 .5206 .5540 .3191
.5206 1.0000 .2778 .3475
.5540 .2778 1.0000 .7440
.3191 .3475 .7440 1.0000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Iteration 1 Log likelihood of 4 types in this sample = 313.22493
Iteration 2 Log likelihood of 4 types in this sample = 379.69278
Iteration 3 Log likelihood of 4 types in this sample = 381.93141
Iteration 4 Log likelihood of 4 types in this sample = 382.67038
Iteration 5 Log likelihood of 4 types in this sample = 383.36478
Iteration 6 Log likelihood of 4 types in this sample = 383.89117
Iteration 7 Log likelihood of 4 types in this sample = 384.29368
Iteration 8 Log likelihood of 4 types in this sample = 384.69063
Iteration 9 Log likelihood of 4 types in this sample = 385.07302
Iteration 10 Log likelihood of 4 types in this sample = 385.40701
Iteration 11 Log likelihood of 4 types in this sample = 385.68805
Iteration 12 Log likelihood of 4 types in this sample = 385.94527
Iteration 13 Log likelihood of 4 types in this sample = 386.22224
Iteration 14 Log likelihood of 4 types in this sample = 386.56259
Iteration 15 Log likelihood of 4 types in this sample = 387.02738
Iteration 16 Log likelihood of 4 types in this sample = 366.40873
Iteration 17 Log likelihood of 4 types in this sample = 392.09789
Iteration 18 Log likelihood of 4 types in this sample = 392.65929
Iteration 19 Log likelihood of 4 types in this sample = 386.58051
Iteration 20 Log likelihood of 4 types in this sample = 393.05823
Iteration 21 Log likelihood of 4 types in this sample = 393.53824
Iteration 22 Log likelihood of 4 types in this sample = 393.59183
Iteration 23 Log likelihood of 4 types in this sample = 393.59489
Iteration 24 Log likelihood of 4 types in this sample = 393.58753
Iteration 25 Log likelihood of 4 types in this sample = 393.59553
Iteration 26 Log likelihood of 4 types in this sample = 393.59563
Iteration 27 Log likelihood of 4 types in this sample = 393.59477
Iteration 28 Log likelihood of 4 types in this sample = 393.59575
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Sample Size = 150
Number of Variables = 4
Number of Types = 4
Iteration Number 29
Log Likelihood of 4 Types in this sample = 393.59577
Characteristics of the Whole Sample
Means
1 2 3 4
5.8433 3.0573 3.7580 1.1993
Standard Deviations
1 2 3 4
.8253 .4344 1.7594 .7597
Correlations
1 2 3 4
1.0000 -.1176 .8718 .8179
-.1176 1.0000 -.4284 -.3661
.8718 -.4284 1.0000 .9629
.8179 -.3661 .9629 1.0000
Characteristics of Type 1
The Proportion of the Population from this Type= .333
Means
1 2 3 4
5.0060 3.4280 1.4620 .2460
Standard Deviations
1 2 3 4
.3489 .3753 .1719 .1043
Correlations
1 2 3 4
1.0000 .7425 .2672 .2781
.7425 1.0000 .1777 .2328
.2672 .1777 1.0000 .3316
.2781 .2328 .3316 1.0000
Characteristics of Type 2
The Proportion of the Population from this Type= .298
Means
1 2 3 4
5.9088 2.7826 4.2002 1.2975
Standard Deviations
1 2 3 4
.5236 .3028 .4468 .1796
Correlations
1 2 3 4
1.0000 .6154 .7799 .5679
.6154 1.0000 .6816 .7990
.7799 .6816 1.0000 .7585
.5679 .7990 .7585 1.0000
Characteristics of Type 3
The Proportion of the Population from this Type= .309
Means
1 2 3 4
6.3607 2.9142 5.3024 1.9853
Standard Deviations
1 2 3 4
.4761 .3106 .4211 .3092
Correlations
1 2 3 4
1.0000 .4697 .6964 .4597
.4697 1.0000 .5586 .7157
.6964 .5586 1.0000 .6227
.4597 .7157 .6227 1.0000
Characteristics of Type 4
The Proportion of the Population from this Type= .059
Means
1 2 3 4
7.5248 3.1017 6.3932 1.9685
Standard Deviations
1 2 3 4
.2394 .4072 .3474 .2057
Correlations
1 2 3 4
1.0000 .3671 .7883 .7814
.3671 1.0000 -.0196 .0919
.7883 -.0196 1.0000 .9277
.7814 .0919 .9277 1.0000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3 4
1 1 1.000 .000 .000 .000
2 1 1.000 .000 .000 .000
3 1 1.000 .000 .000 .000
4 1 1.000 .000 .000 .000
5 1 1.000 .000 .000 .000
6 1 1.000 .000 .000 .000
7 1 1.000 .000 .000 .000
8 1 1.000 .000 .000 .000
9 1 1.000 .000 .000 .000
10 1 1.000 .000 .000 .000
11 1 1.000 .000 .000 .000
12 1 1.000 .000 .000 .000
13 1 1.000 .000 .000 .000
14 1 1.000 .000 .000 .000
15 1 1.000 .000 .000 .000
16 1 1.000 .000 .000 .000
17 1 1.000 .000 .000 .000
18 1 1.000 .000 .000 .000
19 1 1.000 .000 .000 .000
20 1 1.000 .000 .000 .000
21 1 1.000 .000 .000 .000
22 1 1.000 .000 .000 .000
23 1 1.000 .000 .000 .000
24 1 1.000 .000 .000 .000
25 1 1.000 .000 .000 .000
26 1 1.000 .000 .000 .000
27 1 1.000 .000 .000 .000
28 1 1.000 .000 .000 .000
29 1 1.000 .000 .000 .000
30 1 1.000 .000 .000 .000
31 1 1.000 .000 .000 .000
32 1 1.000 .000 .000 .000
33 1 1.000 .000 .000 .000
34 1 1.000 .000 .000 .000
35 1 1.000 .000 .000 .000
36 1 1.000 .000 .000 .000
37 1 1.000 .000 .000 .000
38 1 1.000 .000 .000 .000
39 1 1.000 .000 .000 .000
40 1 1.000 .000 .000 .000
41 1 1.000 .000 .000 .000
42 1 1.000 .000 .000 .000
43 1 1.000 .000 .000 .000
44 1 1.000 .000 .000 .000
45 1 1.000 .000 .000 .000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3 4
46 1 1.000 .000 .000 .000
47 1 1.000 .000 .000 .000
48 1 1.000 .000 .000 .000
49 1 1.000 .000 .000 .000
50 1 1.000 .000 .000 .000
51 2 .000 1.000 .000 .000
52 2 .000 1.000 .000 .000
53 2 .000 .997 .003 .000
54 2 .000 .908 .092 .000
55 2 .000 .942 .058 .000
56 2 .000 .977 .023 .000
57 2 .000 .998 .002 .000
58 2 .000 1.000 .000 .000
59 2 .000 .999 .001 .000
60 2 .000 .994 .006 .000
61 2 .000 .999 .001 .000
62 2 .000 .998 .002 .000
63 2 .000 .996 .004 .000
64 2 .000 .976 .024 .000
65 2 .000 1.000 .000 .000
66 2 .000 1.000 .000 .000
67 2 .000 .970 .030 .000
68 2 .000 .998 .002 .000
69 3 .000 .000 1.000 .000
70 2 .000 1.000 .000 .000
71 3 .000 .116 .884 .000
72 2 .000 1.000 .000 .000
73 3 .000 .014 .986 .000
74 2 .000 .944 .056 .000
75 2 .000 1.000 .000 .000
76 2 .000 1.000 .000 .000
77 2 .000 .982 .018 .000
78 3 .000 .263 .737 .000
79 2 .000 .973 .027 .000
80 2 .000 1.000 .000 .000
81 2 .000 1.000 .000 .000
82 2 .000 1.000 .000 .000
83 2 .000 1.000 .000 .000
84 3 .000 .004 .996 .000
85 2 .000 .940 .060 .000
86 2 .000 .999 .001 .000
87 2 .000 .999 .001 .000
88 2 .000 .647 .353 .000
89 2 .000 1.000 .000 .000
90 2 .000 .992 .008 .000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3 4
91 2 .000 .931 .069 .000
92 2 .000 .996 .004 .000
93 2 .000 1.000 .000 .000
94 2 .000 1.000 .000 .000
95 2 .000 .996 .004 .000
96 2 .000 1.000 .000 .000
97 2 .000 .999 .001 .000
98 2 .000 1.000 .000 .000
99 2 .000 1.000 .000 .000
100 2 .000 .999 .001 .000
101 3 .000 .000 1.000 .000
102 3 .000 .000 1.000 .000
103 3 .000 .000 1.000 .000
104 3 .000 .000 1.000 .000
105 3 .000 .000 1.000 .000
106 4 .000 .000 .001 .999
107 3 .000 .000 1.000 .000
108 4 .000 .000 .007 .993
109 3 .000 .000 .999 .001
110 3 .000 .000 1.000 .000
111 3 .000 .000 1.000 .000
112 3 .000 .000 1.000 .000
113 3 .000 .000 1.000 .000
114 3 .000 .000 1.000 .000
115 3 .000 .000 1.000 .000
116 3 .000 .000 1.000 .000
117 3 .000 .001 .999 .000
118 4 .000 .000 .000 1.000
119 4 .000 .000 .000 1.000
120 3 .000 .000 1.000 .000
121 3 .000 .000 1.000 .000
122 3 .000 .000 1.000 .000
123 4 .000 .000 .000 1.000
124 3 .000 .000 1.000 .000
125 3 .000 .000 1.000 .000
126 4 .000 .000 .029 .970
127 3 .000 .000 1.000 .000
128 3 .000 .005 .995 .000
129 3 .000 .000 1.000 .000
130 4 .000 .001 .019 .980
131 4 .000 .000 .052 .948
132 4 .000 .000 .000 1.000
133 3 .000 .000 1.000 .000
134 3 .000 .197 .803 .000
135 3 .000 .000 1.000 .000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Seq.# Cluster Membership Probabilities
1 2 3 4
136 3 .000 .000 1.000 .000
137 3 .000 .000 1.000 .000
138 3 .000 .003 .997 .000
139 3 .000 .006 .994 .000
140 3 .000 .000 1.000 .000
141 3 .000 .000 1.000 .000
142 3 .000 .000 1.000 .000
143 3 .000 .000 1.000 .000
144 3 .000 .000 1.000 .000
145 3 .000 .000 1.000 .000
146 3 .000 .000 1.000 .000
147 3 .000 .000 1.000 .000
148 3 .000 .000 1.000 .000
149 3 .000 .000 1.000 .000
150 3 .000 .001 .999 .000
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Members of Cluster 1
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
1 2 3 4 5 6 7 8 9
10 11 12 13 14 15 16 17 18
19 20 21 22 23 24 25 26 27
28 29 30 31 32 33 34 35 36
37 38 39 40 41 42 43 44 45
46 47 48 49 50
Members of Cluster 2
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
51 52 53 54 55 56 57 58 59
60 61 62 63 64 65 66 67 68
70 72 74 75 76 77 79 80 81
82 83 85 86 87 88 89 90 91
92 93 94 95 96 97 98 99 100
Members of Cluster 3
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
69 71 73 78 84 101 102 103 104
105 107 109 110 111 112 113 114 115
116 117 120 121 122 124 125 127 128
129 133 134 135 136 137 138 139 140
141 142 143 144 145 146 147 148 149
150
Members of Cluster 4
Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq# Seq#
106 108 118 119 123 126 130 131 132
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Logarithm of likelihood ratio of 4 to 3 types= .22418159E+02
Pseudo Chi-square with 28 degrees of freedom= 42.89
"Probability" of null hypothesis= .03563963
PC-NORMIX Version 2.1
Wolfe Normal Mixture Analysis Procedure (January 1995 Revision)
USER=**** JOHN H. WOLFE DATE USED=24/07/90
TITLE=*** FISHER-KENDALL PROBLEM= 50 FLOWERS FROM EACH OF 3 IRIS TYPES
COMMENTS= IRIS SETOSA,IRIS VERSICOLOR,IRIS VIRGINICA ARE THE TYPES
COMMENTS= SEPAL LENGTH,SEPAL WIDTH,PETAL LENGTH,PETAL WIDTH=VARIABLES
Summary of Likelihood Statistics
Types Log Likelihood Chi-square DF "Probability"
3 371.17761
4 393.59577 42.89 28 .0356