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  1. 2
      subjects/ai/pipeline/README.md
  2. 0
      subjects/ai/pipeline/audit/README.md
  3. 0
      subjects/ai/pipeline/data/breast-cancer.csv
  4. 0
      subjects/ai/pipeline/data/breast_cancer_readme.txt

2
subjects/ai/machine-learning-pipeline/README.md → subjects/ai/pipeline/README.md
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@ -1,4 +1,4 @@
# Machine Learning Pipeline
# Pipeline
Today we will focus on the data preprocessing and discover the Pipeline object from scikit learn.

0
subjects/ai/machine-learning-pipeline/audit/README.md → subjects/ai/pipeline/audit/README.md
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subjects/ai/machine-learning-pipeline/data/breast-cancer.csv → subjects/ai/pipeline/data/breast-cancer.csv
unescape_control_characters View File

1 40-49 premeno 15-19 0-2 yes 3 right left_up no recurrence-events
2 50-59 ge40 15-19 0-2 no 1 right central no no-recurrence-events
3 50-59 ge40 35-39 0-2 no 2 left left_low no recurrence-events
4 40-49 premeno 35-39 0-2 yes 3 right left_low yes no-recurrence-events
5 40-49 premeno 30-34 3-5 yes 2 left right_up no recurrence-events
6 50-59 premeno 25-29 3-5 no 2 right left_up yes no-recurrence-events
7 50-59 ge40 40-44 0-2 no 3 left left_up no no-recurrence-events
8 40-49 premeno 10-14 0-2 no 2 left left_up no no-recurrence-events
9 40-49 premeno 0-4 0-2 no 2 right right_low no no-recurrence-events
10 40-49 ge40 40-44 15-17 yes 2 right left_up yes no-recurrence-events
11 50-59 premeno 25-29 0-2 no 2 left left_low no no-recurrence-events
12 60-69 ge40 15-19 0-2 no 2 right left_up no no-recurrence-events
13 50-59 ge40 30-34 0-2 no 1 right central no no-recurrence-events
14 50-59 ge40 25-29 0-2 no 2 right left_up no no-recurrence-events
15 40-49 premeno 25-29 0-2 no 2 left left_low yes recurrence-events
16 30-39 premeno 20-24 0-2 no 3 left central no no-recurrence-events
17 50-59 premeno 10-14 3-5 no 1 right left_up no no-recurrence-events
18 60-69 ge40 15-19 0-2 no 2 right left_up no no-recurrence-events
19 50-59 premeno 40-44 0-2 no 2 left left_up no no-recurrence-events
20 50-59 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
21 50-59 lt40 20-24 0-2 nan 1 left left_low no recurrence-events
22 60-69 ge40 40-44 3-5 no 2 right left_up yes no-recurrence-events
23 50-59 ge40 15-19 0-2 no 2 right left_low no no-recurrence-events
24 40-49 premeno 10-14 0-2 no 1 right left_up no no-recurrence-events
25 30-39 premeno 15-19 6-8 yes 3 left left_low yes recurrence-events
26 50-59 ge40 20-24 3-5 yes 2 right left_up no no-recurrence-events
27 50-59 ge40 10-14 0-2 no 2 right left_low no no-recurrence-events
28 40-49 premeno 10-14 0-2 no 1 right left_up no no-recurrence-events
29 60-69 ge40 30-34 3-5 yes 3 left left_low no no-recurrence-events
30 40-49 premeno 15-19 15-17 yes 3 left left_low no recurrence-events
31 60-69 ge40 30-34 0-2 no 3 right central no recurrence-events
32 60-69 ge40 25-29 3-5 nan 1 right left_low yes no-recurrence-events
33 50-59 ge40 25-29 0-2 no 3 left right_up no no-recurrence-events
34 50-59 ge40 20-24 0-2 no 3 right left_up no no-recurrence-events
35 40-49 premeno 30-34 0-2 no 1 left left_low yes recurrence-events
36 30-39 premeno 15-19 0-2 no 1 left left_low no no-recurrence-events
37 40-49 premeno 10-14 0-2 no 2 right left_up no no-recurrence-events
38 60-69 ge40 45-49 6-8 yes 3 left central no no-recurrence-events
39 40-49 ge40 20-24 0-2 no 3 left left_low no no-recurrence-events
40 40-49 premeno 10-14 0-2 no 1 right right_low no no-recurrence-events
41 30-39 premeno 35-39 0-2 no 3 left left_low no recurrence-events
42 40-49 premeno 35-39 9-11 yes 2 right right_up yes no-recurrence-events
43 60-69 ge40 25-29 0-2 no 2 right left_low no no-recurrence-events
44 50-59 ge40 20-24 3-5 yes 3 right right_up no recurrence-events
45 30-39 premeno 15-19 0-2 no 1 left left_low no no-recurrence-events
46 50-59 premeno 30-34 0-2 no 3 left right_up no recurrence-events
47 60-69 ge40 10-14 0-2 no 2 right left_up yes no-recurrence-events
48 40-49 premeno 35-39 0-2 yes 3 right left_up yes no-recurrence-events
49 50-59 premeno 50-54 0-2 yes 2 right left_up yes no-recurrence-events
50 50-59 ge40 40-44 0-2 no 3 right left_up no no-recurrence-events
51 70-79 ge40 15-19 9-11 nan 1 left left_low yes recurrence-events
52 50-59 lt40 30-34 0-2 no 3 right left_up no no-recurrence-events
53 40-49 premeno 0-4 0-2 no 3 left central no no-recurrence-events
54 70-79 ge40 40-44 0-2 no 1 right right_up no no-recurrence-events
55 40-49 premeno 25-29 0-2 nan 2 left right_low yes no-recurrence-events
56 50-59 ge40 25-29 15-17 yes 3 right left_up no no-recurrence-events
57 50-59 premeno 20-24 0-2 no 1 left left_low no no-recurrence-events
58 50-59 ge40 35-39 15-17 no 3 left left_low no no-recurrence-events
59 50-59 ge40 50-54 0-2 no 1 right right_up no no-recurrence-events
60 30-39 premeno 0-4 0-2 no 2 right central no recurrence-events
61 50-59 ge40 40-44 6-8 yes 3 left left_low yes recurrence-events
62 40-49 premeno 30-34 0-2 no 2 right right_up yes no-recurrence-events
63 40-49 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
64 40-49 premeno 30-34 15-17 yes 3 left left_low no recurrence-events
65 40-49 ge40 20-24 0-2 no 2 right left_up no recurrence-events
66 50-59 ge40 15-19 0-2 no 1 right central no no-recurrence-events
67 30-39 premeno 25-29 0-2 no 2 right left_low no no-recurrence-events
68 60-69 ge40 15-19 0-2 no 2 left left_low no no-recurrence-events
69 50-59 premeno 50-54 9-11 yes 2 right left_up no recurrence-events
70 30-39 premeno 10-14 0-2 no 1 right left_low no no-recurrence-events
71 50-59 premeno 25-29 3-5 yes 3 left left_low yes recurrence-events
72 60-69 ge40 25-29 3-5 nan 1 right left_up yes no-recurrence-events
73 60-69 ge40 10-14 0-2 no 1 right left_low no no-recurrence-events
74 50-59 ge40 30-34 6-8 yes 3 left right_low no recurrence-events
75 30-39 premeno 25-29 6-8 yes 3 left right_low yes recurrence-events
76 50-59 ge40 10-14 0-2 no 1 left left_low no no-recurrence-events
77 50-59 premeno 15-19 0-2 no 1 left left_low no no-recurrence-events
78 40-49 premeno 25-29 0-2 no 2 right central no no-recurrence-events
79 40-49 premeno 25-29 0-2 no 3 left right_up no recurrence-events
80 60-69 ge40 30-34 6-8 yes 2 right right_up no no-recurrence-events
81 50-59 lt40 15-19 0-2 no 2 left left_low no no-recurrence-events
82 40-49 premeno 25-29 0-2 no 2 right left_low no no-recurrence-events
83 40-49 premeno 30-34 0-2 no 1 right left_up no no-recurrence-events
84 60-69 ge40 15-19 0-2 no 2 left left_up yes no-recurrence-events
85 30-39 premeno 0-4 0-2 no 2 right central no no-recurrence-events
86 50-59 ge40 35-39 0-2 no 3 left left_up no no-recurrence-events
87 40-49 premeno 40-44 0-2 no 1 right left_up no no-recurrence-events
88 30-39 premeno 25-29 6-8 yes 2 right left_up yes no-recurrence-events
89 50-59 ge40 20-24 0-2 no 1 right left_low no no-recurrence-events
90 50-59 ge40 30-34 0-2 no 1 left left_up no no-recurrence-events
91 60-69 ge40 20-24 0-2 no 1 right left_up no recurrence-events
92 30-39 premeno 30-34 3-5 no 3 right left_up yes recurrence-events
93 50-59 lt40 20-24 0-2 nan 1 left left_up no recurrence-events
94 50-59 premeno 10-14 0-2 no 2 right left_up no no-recurrence-events
95 50-59 ge40 20-24 0-2 no 2 right left_up no no-recurrence-events
96 40-49 premeno 45-49 0-2 no 2 left left_low yes no-recurrence-events
97 30-39 premeno 40-44 0-2 no 1 left left_up no recurrence-events
98 50-59 premeno 10-14 0-2 no 1 left left_low no no-recurrence-events
99 60-69 ge40 30-34 0-2 no 3 right left_up yes recurrence-events
100 40-49 premeno 35-39 0-2 no 1 right left_up no recurrence-events
101 40-49 premeno 20-24 3-5 yes 2 left left_low yes recurrence-events
102 50-59 premeno 15-19 0-2 no 2 left left_low no recurrence-events
103 50-59 ge40 30-34 0-2 no 3 right left_low no no-recurrence-events
104 60-69 ge40 20-24 0-2 no 2 left left_up no no-recurrence-events
105 40-49 premeno 20-24 0-2 no 1 left right_low no no-recurrence-events
106 60-69 ge40 30-34 3-5 yes 2 left central yes recurrence-events
107 60-69 ge40 20-24 3-5 no 2 left left_low yes recurrence-events
108 50-59 premeno 25-29 0-2 no 2 left right_up no recurrence-events
109 50-59 ge40 30-34 0-2 no 1 right right_up no no-recurrence-events
110 40-49 premeno 20-24 0-2 no 2 left right_low no no-recurrence-events
111 60-69 ge40 15-19 0-2 no 1 right left_up no no-recurrence-events
112 60-69 ge40 30-34 0-2 no 2 left left_low yes no-recurrence-events
113 30-39 premeno 30-34 0-2 no 2 left left_up no no-recurrence-events
114 30-39 premeno 40-44 3-5 no 3 right right_up yes no-recurrence-events
115 60-69 ge40 5-9 0-2 no 1 left central no no-recurrence-events
116 60-69 ge40 10-14 0-2 no 1 left left_up no no-recurrence-events
117 40-49 premeno 30-34 6-8 yes 3 right left_up no recurrence-events
118 60-69 ge40 10-14 0-2 no 1 left left_up no no-recurrence-events
119 40-49 premeno 35-39 9-11 yes 2 right left_up yes no-recurrence-events
120 40-49 premeno 20-24 0-2 no 1 right left_low no no-recurrence-events
121 40-49 premeno 30-34 0-2 yes 3 right right_up no recurrence-events
122 50-59 premeno 25-29 0-2 yes 2 left left_up no no-recurrence-events
123 40-49 premeno 15-19 0-2 no 2 left left_low no no-recurrence-events
124 30-39 premeno 35-39 9-11 yes 3 left left_low no recurrence-events
125 30-39 premeno 10-14 0-2 no 2 left right_low no no-recurrence-events
126 50-59 ge40 30-34 0-2 no 1 right left_low no no-recurrence-events
127 60-69 ge40 30-34 0-2 no 2 left left_up no no-recurrence-events
128 60-69 ge40 25-29 0-2 no 2 left left_low no no-recurrence-events
129 40-49 premeno 15-19 0-2 no 2 left left_up no recurrence-events
130 60-69 ge40 15-19 0-2 no 2 right left_low no no-recurrence-events
131 40-49 premeno 30-34 0-2 no 2 left right_low no no-recurrence-events
132 20-29 premeno 35-39 0-2 no 2 right right_up no no-recurrence-events
133 40-49 premeno 30-34 0-2 no 3 right right_up no recurrence-events
134 40-49 premeno 25-29 0-2 no 2 right left_low no recurrence-events
135 30-39 premeno 30-34 0-2 no 3 left left_low no no-recurrence-events
136 30-39 premeno 15-19 0-2 no 1 right left_low no recurrence-events
137 50-59 ge40 0-4 0-2 no 1 right central no no-recurrence-events
138 50-59 ge40 0-4 0-2 no 1 left left_low no no-recurrence-events
139 60-69 ge40 50-54 0-2 no 3 right left_up no recurrence-events
140 50-59 premeno 30-34 0-2 no 1 left central no no-recurrence-events
141 60-69 ge40 20-24 15-17 yes 3 left left_low yes recurrence-events
142 40-49 premeno 25-29 0-2 no 2 left left_up no no-recurrence-events
143 40-49 premeno 30-34 3-5 no 2 right left_up no recurrence-events
144 50-59 premeno 20-24 3-5 yes 2 left left_low no no-recurrence-events
145 50-59 ge40 15-19 0-2 yes 2 left central yes no-recurrence-events
146 50-59 premeno 10-14 0-2 no 3 left left_low no no-recurrence-events
147 30-39 premeno 30-34 9-11 no 2 right left_up yes recurrence-events
148 60-69 ge40 10-14 0-2 no 1 left left_low no no-recurrence-events
149 40-49 premeno 40-44 0-2 no 2 right left_low no no-recurrence-events
150 50-59 ge40 30-34 9-11 nan 3 left left_up yes no-recurrence-events
151 40-49 premeno 50-54 0-2 no 2 right left_low yes recurrence-events
152 50-59 ge40 15-19 0-2 no 2 right right_up no no-recurrence-events
153 50-59 ge40 40-44 3-5 yes 2 left left_low no no-recurrence-events
154 30-39 premeno 25-29 3-5 yes 3 left left_low yes recurrence-events
155 60-69 ge40 10-14 0-2 no 2 left left_low no no-recurrence-events
156 60-69 lt40 10-14 0-2 no 1 left right_up no no-recurrence-events
157 30-39 premeno 30-34 0-2 no 2 left left_up no recurrence-events
158 30-39 premeno 20-24 3-5 yes 2 left left_low no recurrence-events
159 50-59 ge40 10-14 0-2 no 1 right left_up no no-recurrence-events
160 60-69 ge40 25-29 0-2 no 3 right left_up no no-recurrence-events
161 50-59 ge40 25-29 3-5 yes 3 right left_up no no-recurrence-events
162 40-49 premeno 30-34 6-8 no 2 left left_up no no-recurrence-events
163 60-69 ge40 50-54 0-2 no 2 left left_low no no-recurrence-events
164 50-59 premeno 30-34 0-2 no 3 left left_low no no-recurrence-events
165 40-49 ge40 20-24 3-5 no 3 right left_low yes recurrence-events
166 50-59 ge40 30-34 6-8 yes 2 left right_low yes recurrence-events
167 60-69 ge40 25-29 3-5 no 2 right right_up no recurrence-events
168 40-49 premeno 20-24 0-2 no 2 left central no no-recurrence-events
169 40-49 premeno 20-24 0-2 no 2 left left_up no no-recurrence-events
170 40-49 premeno 50-54 0-2 no 2 left left_low no no-recurrence-events
171 50-59 ge40 20-24 0-2 no 2 right central no recurrence-events
172 50-59 ge40 30-34 3-5 no 3 right left_up no recurrence-events
173 40-49 ge40 25-29 0-2 no 2 left left_low no no-recurrence-events
174 50-59 premeno 25-29 0-2 no 1 right left_up no recurrence-events
175 40-49 premeno 40-44 3-5 yes 3 right left_up yes no-recurrence-events
176 40-49 premeno 20-24 0-2 no 2 right left_up no no-recurrence-events
177 40-49 premeno 20-24 3-5 no 2 right left_up no no-recurrence-events
178 40-49 premeno 25-29 9-11 yes 3 right left_up no recurrence-events
179 40-49 premeno 25-29 0-2 no 2 right left_low no recurrence-events
180 40-49 premeno 20-24 0-2 no 1 right right_up no no-recurrence-events
181 30-39 premeno 40-44 0-2 no 2 right right_up no no-recurrence-events
182 60-69 ge40 10-14 6-8 yes 3 left left_up yes recurrence-events
183 40-49 premeno 35-39 0-2 no 1 left left_low no no-recurrence-events
184 50-59 ge40 30-34 3-5 no 3 left left_low no recurrence-events
185 40-49 premeno 5-9 0-2 no 1 left left_low yes no-recurrence-events
186 60-69 ge40 15-19 0-2 no 1 left right_low no no-recurrence-events
187 40-49 premeno 30-34 0-2 no 3 right right_up no no-recurrence-events
188 40-49 premeno 25-29 0-2 no 3 left left_up no recurrence-events
189 50-59 ge40 5-9 0-2 no 2 right right_up no no-recurrence-events
190 50-59 premeno 25-29 0-2 no 2 right right_low no no-recurrence-events
191 50-59 premeno 25-29 0-2 no 2 left right_up no recurrence-events
192 40-49 premeno 10-14 0-2 no 2 left left_low yes no-recurrence-events
193 60-69 ge40 35-39 6-8 yes 3 left left_low no recurrence-events
194 60-69 ge40 50-54 0-2 no 2 right left_up yes no-recurrence-events
195 40-49 premeno 25-29 0-2 no 2 right left_up no no-recurrence-events
196 30-39 premeno 20-24 3-5 no 2 right central no no-recurrence-events
197 30-39 premeno 30-34 0-2 no 1 right left_up no recurrence-events
198 60-69 lt40 30-34 0-2 no 1 left left_low no no-recurrence-events
199 40-49 premeno 15-19 12-14 no 3 right right_low yes no-recurrence-events
200 60-69 ge40 20-24 0-2 no 3 right left_low no recurrence-events
201 30-39 premeno 5-9 0-2 no 2 left right_low no no-recurrence-events
202 40-49 premeno 30-34 0-2 no 3 left left_up no no-recurrence-events
203 60-69 ge40 30-34 0-2 no 3 left left_low no no-recurrence-events
204 40-49 premeno 25-29 0-2 no 1 right right_low no no-recurrence-events
205 40-49 premeno 25-29 0-2 no 1 left right_low no no-recurrence-events
206 60-69 ge40 40-44 3-5 yes 3 right left_low no recurrence-events
207 50-59 ge40 25-29 0-2 no 2 left left_low no no-recurrence-events
208 50-59 premeno 30-34 0-2 no 3 right left_up yes recurrence-events
209 40-49 ge40 30-34 3-5 no 3 left left_low no recurrence-events
210 40-49 premeno 25-29 0-2 no 1 right left_low yes no-recurrence-events
211 40-49 ge40 25-29 12-14 yes 3 left right_low yes recurrence-events
212 40-49 premeno 40-44 0-2 no 1 left left_low no recurrence-events
213 40-49 premeno 20-24 0-2 no 2 left left_low no no-recurrence-events
214 50-59 ge40 25-29 0-2 no 1 left right_low no no-recurrence-events
215 40-49 premeno 20-24 0-2 no 2 right left_up no no-recurrence-events
216 70-79 ge40 40-44 0-2 no 1 right left_up no no-recurrence-events
217 60-69 ge40 25-29 0-2 no 3 left left_up no recurrence-events
218 50-59 premeno 25-29 0-2 no 2 left left_low no no-recurrence-events
219 60-69 ge40 45-49 0-2 no 1 right right_up yes recurrence-events
220 50-59 ge40 20-24 0-2 yes 2 right left_up no no-recurrence-events
221 50-59 ge40 25-29 0-2 no 1 left left_low no no-recurrence-events
222 50-59 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
223 40-49 premeno 20-24 3-5 no 2 right left_low no no-recurrence-events
224 50-59 ge40 35-39 0-2 no 2 left left_up no no-recurrence-events
225 30-39 premeno 20-24 0-2 no 3 left left_up yes recurrence-events
226 60-69 ge40 30-34 0-2 no 1 right left_up no no-recurrence-events
227 60-69 ge40 25-29 0-2 no 3 right left_low no no-recurrence-events
228 40-49 ge40 30-34 0-2 no 2 left left_up yes no-recurrence-events
229 30-39 premeno 25-29 0-2 no 2 left left_low no no-recurrence-events
230 40-49 premeno 20-24 0-2 no 2 left left_low no recurrence-events
231 30-39 premeno 20-24 0-2 no 2 left right_low no no-recurrence-events
232 40-49 premeno 10-14 0-2 no 2 right left_low no no-recurrence-events
233 50-59 premeno 15-19 0-2 no 2 right right_low no no-recurrence-events
234 50-59 premeno 25-29 0-2 no 1 right left_up no no-recurrence-events
235 60-69 ge40 20-24 0-2 no 2 right left_up no no-recurrence-events
236 60-69 ge40 40-44 0-2 no 2 right left_low no recurrence-events
237 30-39 lt40 15-19 0-2 no 3 right left_up no no-recurrence-events
238 40-49 premeno 30-34 12-14 yes 3 left left_up yes recurrence-events
239 60-69 ge40 30-34 0-2 yes 2 right right_up yes recurrence-events
240 50-59 ge40 40-44 6-8 yes 3 left left_low yes recurrence-events
241 50-59 ge40 30-34 0-2 no 3 left nan no recurrence-events
242 70-79 ge40 10-14 0-2 no 2 left central no no-recurrence-events
243 30-39 premeno 40-44 0-2 no 2 left left_low yes no-recurrence-events
244 40-49 premeno 30-34 0-2 no 2 right right_low no no-recurrence-events
245 40-49 premeno 30-34 0-2 no 1 left left_low no no-recurrence-events
246 60-69 ge40 15-19 0-2 no 2 left left_low no no-recurrence-events
247 40-49 premeno 10-14 0-2 no 2 left left_low no no-recurrence-events
248 60-69 ge40 20-24 0-2 no 1 left left_low no no-recurrence-events
249 50-59 ge40 10-14 0-2 no 1 left left_up no no-recurrence-events
250 50-59 premeno 25-29 0-2 no 1 left left_low no no-recurrence-events
251 50-59 ge40 30-34 9-11 yes 3 left right_low yes recurrence-events
252 50-59 ge40 10-14 0-2 no 2 left left_low no no-recurrence-events
253 40-49 premeno 30-34 0-2 no 1 left right_up no no-recurrence-events
254 70-79 ge40 0-4 0-2 no 1 left right_low no no-recurrence-events
255 40-49 premeno 25-29 0-2 no 3 right left_up yes no-recurrence-events
256 50-59 premeno 25-29 0-2 no 3 right left_low yes recurrence-events
257 50-59 ge40 40-44 0-2 no 2 left left_low no no-recurrence-events
258 60-69 ge40 25-29 0-2 no 3 left right_low yes recurrence-events
259 40-49 premeno 30-34 3-5 yes 2 right left_low no no-recurrence-events
260 50-59 ge40 20-24 0-2 no 2 left left_up no recurrence-events
261 70-79 ge40 20-24 0-2 no 3 left left_up no no-recurrence-events
262 30-39 premeno 25-29 0-2 no 1 left central no no-recurrence-events
263 60-69 ge40 30-34 0-2 no 2 left left_low no no-recurrence-events
264 40-49 premeno 20-24 3-5 yes 2 right right_up yes recurrence-events
265 50-59 ge40 30-34 9-11 nan 3 left left_low yes no-recurrence-events
266 50-59 ge40 0-4 0-2 no 2 left central no no-recurrence-events
267 40-49 premeno 20-24 0-2 no 3 right left_low yes no-recurrence-events
268 30-39 premeno 35-39 0-2 no 3 left left_low no recurrence-events
269 60-69 ge40 30-34 0-2 no 1 left left_up no no-recurrence-events
270 60-69 ge40 20-24 0-2 no 1 left left_low no no-recurrence-events
271 50-59 ge40 25-29 6-8 no 3 left left_low yes recurrence-events
272 50-59 premeno 35-39 15-17 yes 3 right right_up no recurrence-events
273 30-39 premeno 20-24 3-5 yes 2 right left_up yes no-recurrence-events
274 40-49 premeno 20-24 6-8 no 2 right left_low yes no-recurrence-events
275 50-59 ge40 35-39 0-2 no 3 left left_low no no-recurrence-events
276 50-59 premeno 35-39 0-2 no 2 right left_up no no-recurrence-events
277 40-49 premeno 25-29 0-2 no 2 left left_up yes no-recurrence-events
278 40-49 premeno 35-39 0-2 no 2 right right_up no no-recurrence-events
279 50-59 premeno 30-34 3-5 yes 2 left left_low yes no-recurrence-events
280 40-49 premeno 20-24 0-2 no 2 right right_up no no-recurrence-events
281 60-69 ge40 15-19 0-2 no 3 right left_up yes no-recurrence-events
282 50-59 ge40 30-34 6-8 yes 2 left left_low no no-recurrence-events
283 50-59 premeno 25-29 3-5 yes 2 left left_low yes no-recurrence-events
284 30-39 premeno 30-34 6-8 yes 2 right right_up no no-recurrence-events
285 50-59 premeno 15-19 0-2 no 2 right left_low no no-recurrence-events
286 50-59 ge40 40-44 0-2 no 3 left right_up no no-recurrence-events

0
subjects/ai/machine-learning-pipeline/data/breast_cancer_readme.txt → subjects/ai/pipeline/data/breast_cancer_readme.txt
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