source: orange/Orange/testing/regression/results/orange/orange25/imputation-complex.py.txt @ 9679:3879dea56188

Revision 9679:3879dea56188, 7.9 KB checked in by Miha Stajdohar <miha.stajdohar@…>, 2 years ago (diff)

Moved and renamed testing.

Line 
1*** IMPUTING MINIMAL VALUES ***
2Example w/ missing values
3['M', 1874, 'RR', ?, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
4Imputed:
5['M', 1874, 'RR', 804, 2, 'N', 'THROUGH', 'IRON', 'SHORT', 'S', 'SIMPLE-T']
6
7['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
8['M', 1876, 'HIGHWAY', 1245, 1, 'N', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
9
10['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
11['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
12
13['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
14['O', 1878, 'RR', 804, 2, 'G', 'THROUGH', 'STEEL', 'SHORT', 'S', 'SIMPLE-T']
15
16['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
17['M', 1882, 'RR', 804, 2, 'G', 'THROUGH', 'STEEL', 'SHORT', 'S', 'SIMPLE-T']
18
19['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
20['A', 1883, 'RR', 804, 2, 'G', 'THROUGH', 'STEEL', 'SHORT', 'F', 'SIMPLE-T']
21
22*** IMPUTING MAXIMAL VALUES ***
23Example w/ missing values
24['M', 1874, 'RR', ?, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
25Imputed:
26['M', 1874, 'RR', 4558, 2, 'G', 'THROUGH', 'IRON', 'LONG', 'F', 'SIMPLE-T']
27
28['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
29['M', 1876, 'HIGHWAY', 1245, 6, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
30
31['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
32['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
33
34['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
35['O', 1878, 'RR', 4558, 2, 'G', 'DECK', 'STEEL', 'LONG', 'F', 'SIMPLE-T']
36
37['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
38['M', 1882, 'RR', 4558, 2, 'G', 'DECK', 'STEEL', 'LONG', 'F', 'SIMPLE-T']
39
40['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
41['A', 1883, 'RR', 4558, 2, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SIMPLE-T']
42
43*** IMPUTING AVERAGE/MAJORITY VALUES ***
44Example w/ missing values
45['M', 1874, 'RR', ?, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
46Imputed:
47['M', 1874, 'RR', 1300, 2, 'G', 'THROUGH', 'IRON', 'MEDIUM', 'F', 'SIMPLE-T']
48
49['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
50['M', 1876, 'HIGHWAY', 1245, 2, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
51
52['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
53['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
54
55['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
56['O', 1878, 'RR', 1300, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
57
58['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
59['M', 1882, 'RR', 1300, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
60
61['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
62['A', 1883, 'RR', 1300, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
63
64*** MANUALLY CONSTRUCTED IMPUTER ***
65Example w/ missing values
66['M', 1874, 'RR', ?, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
67Imputed:
68['M', 1874, 'RR', 1234, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
69
70['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
71['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
72
73['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
74['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
75
76['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
77['O', 1878, 'RR', 1234, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
78
79['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
80['M', 1882, 'RR', 1234, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
81
82['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
83['A', 1883, 'RR', 1234, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
84
85*** TREE-BASED IMPUTATION ***
86Example w/ missing values
87['M', 1874, 'RR', ?, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
88Imputed:
89['M', 1874, 'RR', 1257, 2, 'N', 'THROUGH', 'IRON', 'MEDIUM', 'S', 'SIMPLE-T']
90
91['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
92['M', 1876, 'HIGHWAY', 1245, 2, 'N', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
93
94['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
95['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
96
97['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
98['O', 1878, 'RR', 1257, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'S', 'SIMPLE-T']
99
100['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
101['M', 1882, 'RR', 1257, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
102
103['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
104['A', 1883, 'RR', 1257, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
105
106*** BAYES and AVERAGE IMPUTATION ***
107Example w/ missing values
108['M', 1874, 'RR', ?, 2, '?', 'THROUGH', 'IRON', '?', '?', 'SIMPLE-T']
109Imputed:
110['M', 1874, 'RR', 1567, 2, 'G', 'THROUGH', 'IRON', 'MEDIUM', 'S', 'SIMPLE-T']
111
112['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
113['M', 1876, 'HIGHWAY', 1245, 3, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
114
115['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
116['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
117
118['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
119['O', 1878, 'RR', 1567, 2, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SIMPLE-T']
120
121['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
122['M', 1882, 'RR', 1567, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
123
124['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
125['A', 1883, 'RR', 1567, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
126
127*** CUSTOM IMPUTATION BY MODELS ***
128ERECTED<=1894.500: 1257
129ERECTED>1894.500
130|    SPAN=SHORT<null node>: <null node>
131|    SPAN=MEDIUM: 1571
132|    SPAN=LONG: 1829
133
134['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
135['M', 1876, 'HIGHWAY', 1245, 3, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
136
137['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
138['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
139
140['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
141['O', 1878, 'RR', 1567, 2, 'G', 'THROUGH', 'STEEL', 'LONG', 'F', 'SIMPLE-T']
142
143['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
144['M', 1882, 'RR', 1567, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
145
146['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
147['A', 1883, 'RR', 1567, 2, 'G', 'THROUGH', 'STEEL', 'MEDIUM', 'F', 'SIMPLE-T']
148
149*** IMPUTATION WITH SPECIAL VALUES ***
150[RIVER, ERECTED, PURPOSE, LENGTH, LANES, CLEAR-G, T-OR-D, MATERIAL, SPAN, REL-L, TYPE]
151
152[RIVER, ERECTED_def, ERECTED, PURPOSE, LENGTH_def, LENGTH, LANES_def, LANES, CLEAR-G, T-OR-D, MATERIAL, SPAN, REL-L, TYPE]
153
154RIVER: M -> M
155ERECTED: 1874 -> 1874 (def)
156PURPOSE: RR -> RR
157LENGTH: ? -> 1567 (undef)
158LANES: 2 -> 2 (def)
159CLEAR-G: ? -> NA
160T-OR-D: THROUGH -> THROUGH
161MATERIAL: IRON -> IRON
162SPAN: ? -> NA
163REL-L: ? -> NA
164TYPE: SIMPLE-T -> SIMPLE-T
165
166['M', 1876, 'HIGHWAY', 1245, ?, '?', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
167['M', 'def', 1876, 'HIGHWAY', 'def', 1245, 'undef', 3, 'NA', 'THROUGH', 'STEEL', 'LONG', 'F', 'SUSPEN']
168
169['A', 1876, 'HIGHWAY', 1200, 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
170['A', 'def', 1876, 'HIGHWAY', 'def', 1200, 'def', 4, 'G', 'THROUGH', 'WOOD', 'SHORT', 'S', 'WOOD']
171
172['O', 1878, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
173['O', 'def', 1878, 'RR', 'undef', 1567, 'def', 2, 'G', 'NA', 'STEEL', 'NA', 'NA', 'SIMPLE-T']
174
175['M', 1882, 'RR', ?, 2, 'G', '?', 'STEEL', '?', '?', 'SIMPLE-T']
176['M', 'def', 1882, 'RR', 'undef', 1567, 'def', 2, 'G', 'NA', 'STEEL', 'NA', 'NA', 'SIMPLE-T']
177
178['A', 1883, 'RR', ?, 2, 'G', 'THROUGH', 'STEEL', '?', 'F', 'SIMPLE-T']
179['A', 'def', 1883, 'RR', 'undef', 1567, 'def', 2, 'G', 'THROUGH', 'STEEL', 'NA', 'F', 'SIMPLE-T']
180
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