Skip to content

Commit fdf6648

Browse files
committed
Merge pull request scikit-learn#5634 from sieben/space_indentation
Space indentation
2 parents 95940b5 + 8a6be6b commit fdf6648

File tree

1 file changed

+38
-39
lines changed

1 file changed

+38
-39
lines changed

sklearn/datasets/descr/breast_cancer.rst

Lines changed: 38 additions & 39 deletions
Original file line numberDiff line numberDiff line change
@@ -19,52 +19,51 @@ Data Set Characteristics:
1919
- concave points (number of concave portions of the contour)
2020
- symmetry
2121
- fractal dimension ("coastline approximation" - 1)
22-
22+
2323
The mean, standard error, and "worst" or largest (mean of the three
2424
largest values) of these features were computed for each image,
2525
resulting in 30 features. For instance, field 3 is Mean Radius, field
2626
13 is Radius SE, field 23 is Worst Radius.
27-
27+
2828
- class:
2929
- WDBC-Malignant
3030
- WDBC-Benign
3131

3232
:Summary Statistics:
33-
34-
===================================== ======= ========
35-
Min Max
36-
===================================== ======= ========
37-
radius (mean): 6.981 28.11
38-
texture (mean): 9.71 39.28
39-
perimeter (mean): 43.79 188.5
40-
area (mean): 143.5 2501.0
41-
smoothness (mean): 0.053 0.163
42-
compactness (mean): 0.019 0.345
43-
concavity (mean): 0.0 0.427
44-
concave points (mean): 0.0 0.201
45-
symmetry (mean): 0.106 0.304
46-
fractal dimension (mean): 0.05 0.097
47-
radius (standard error): 0.112 2.873
48-
texture (standard error): 0.36 4.885
49-
perimeter (standard error): 0.757 21.98
50-
area (standard error): 6.802 542.2
51-
smoothness (standard error): 0.002 0.031
52-
compactness (standard error): 0.002 0.135
53-
concavity (standard error): 0.0 0.396
54-
concave points (standard error): 0.0 0.053
55-
symmetry (standard error): 0.008 0.079
56-
fractal dimension (standard error): 0.001 0.03
57-
radius (worst): 7.93 36.04
58-
texture (worst): 12.02 49.54
59-
perimeter (worst): 50.41 251.2
60-
area (worst): 185.2 4254.0
61-
smoothness (worst): 0.071 0.223
62-
compactness (worst): 0.027 1.058
63-
concavity (worst): 0.0 1.252
64-
concave points (worst): 0.0 0.291
65-
symmetry (worst): 0.156 0.664
66-
fractal dimension (worst): 0.055 0.208
67-
===================================== ======= ========
33+
===================================== ====== ======
34+
Min Max
35+
===================================== ====== ======
36+
radius (mean): 6.981 28.11
37+
texture (mean): 9.71 39.28
38+
perimeter (mean): 43.79 188.5
39+
area (mean): 143.5 2501.0
40+
smoothness (mean): 0.053 0.163
41+
compactness (mean): 0.019 0.345
42+
concavity (mean): 0.0 0.427
43+
concave points (mean): 0.0 0.201
44+
symmetry (mean): 0.106 0.304
45+
fractal dimension (mean): 0.05 0.097
46+
radius (standard error): 0.112 2.873
47+
texture (standard error): 0.36 4.885
48+
perimeter (standard error): 0.757 21.98
49+
area (standard error): 6.802 542.2
50+
smoothness (standard error): 0.002 0.031
51+
compactness (standard error): 0.002 0.135
52+
concavity (standard error): 0.0 0.396
53+
concave points (standard error): 0.0 0.053
54+
symmetry (standard error): 0.008 0.079
55+
fractal dimension (standard error): 0.001 0.03
56+
radius (worst): 7.93 36.04
57+
texture (worst): 12.02 49.54
58+
perimeter (worst): 50.41 251.2
59+
area (worst): 185.2 4254.0
60+
smoothness (worst): 0.071 0.223
61+
compactness (worst): 0.027 1.058
62+
concavity (worst): 0.0 1.252
63+
concave points (worst): 0.0 0.291
64+
symmetry (worst): 0.156 0.664
65+
fractal dimension (worst): 0.055 0.208
66+
===================================== ====== ======
6867

6968
:Missing Attribute Values: None
7069

@@ -109,8 +108,8 @@ References
109108
----------
110109
- W.N. Street, W.H. Wolberg and O.L. Mangasarian. Nuclear feature extraction
111110
for breast tumor diagnosis. IS&T/SPIE 1993 International Symposium on
112-
Electronic Imaging: Science and Technology, volume 1905, pages 861-870,
113-
San Jose, CA, 1993.
111+
Electronic Imaging: Science and Technology, volume 1905, pages 861-870,
112+
San Jose, CA, 1993.
114113
- O.L. Mangasarian, W.N. Street and W.H. Wolberg. Breast cancer diagnosis and
115114
prognosis via linear programming. Operations Research, 43(4), pages 570-577,
116115
July-August 1995.

0 commit comments

Comments
 (0)