CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON target:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
target
CORRELATION RATIO WITH...
worst concave points
0.79
worst perimeter
0.78
mean concave points
0.78
worst radius
0.78
mean perimeter
0.74
worst area
0.73
mean radius
0.73
mean area
0.71
mean concavity
0.70
worst concavity
0.66
mean compactness
0.60
worst compactness
0.59
radius error
0.57
perimeter error
0.56
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).
• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
target
MISSING:
---
TOP CATEGORIES
target
1
357
63%
0
212
37%
ALL
569
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
target
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON target:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)