[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.
sepal_length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
petal_length
0.87
petal_width
0.82
sepal_width
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
species
0.79
MOST FREQUENT VALUES
5.0
10
6.7%
5.1
9
6.0%
6.3
9
6.0%
5.7
8
5.3%
6.7
8
5.3%
5.8
7
4.7%
5.5
7
4.7%
6.4
7
4.7%
4.9
6
4.0%
5.4
6
4.0%
6.1
6
4.0%
6.0
6
4.0%
5.6
6
4.0%
4.8
5
3.3%
6.5
5
3.3%
SMALLEST VALUES
4.3
1
0.7%
4.4
3
2.0%
4.5
1
0.7%
4.6
4
2.7%
4.7
2
1.3%
4.8
5
3.3%
4.9
6
4.0%
5.0
10
6.7%
5.1
9
6.0%
5.2
4
2.7%
5.3
1
0.7%
5.4
6
4.0%
5.5
7
4.7%
5.6
6
4.0%
5.7
8
5.3%
LARGEST VALUES
7.9
1
0.7%
7.7
4
2.7%
7.6
1
0.7%
7.4
1
0.7%
7.3
1
0.7%
7.2
3
2.0%
7.1
1
0.7%
7.0
1
0.7%
6.9
4
2.7%
6.8
3
2.0%
6.7
8
5.3%
6.6
2
1.3%
6.5
5
3.3%
6.4
7
4.7%
6.3
9
6.0%
sepal_width
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
petal_length
-0.42
petal_width
-0.36
sepal_length
-0.11
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
species
0.63
MOST FREQUENT VALUES
3.0
26
17.3%
2.8
14
9.3%
3.2
13
8.7%
3.1
12
8.0%
3.4
12
8.0%
2.9
10
6.7%
2.7
9
6.0%
2.5
8
5.3%
3.5
6
4.0%
3.3
6
4.0%
3.8
6
4.0%
2.6
5
3.3%
2.3
4
2.7%
3.7
3
2.0%
2.4
3
2.0%
SMALLEST VALUES
2.0
1
0.7%
2.2
3
2.0%
2.3
4
2.7%
2.4
3
2.0%
2.5
8
5.3%
2.6
5
3.3%
2.7
9
6.0%
2.8
14
9.3%
2.9
10
6.7%
3.0
26
17.3%
3.1
12
8.0%
3.2
13
8.7%
3.3
6
4.0%
3.4
12
8.0%
3.5
6
4.0%
LARGEST VALUES
4.4
1
0.7%
4.2
1
0.7%
4.1
1
0.7%
4.0
1
0.7%
3.9
2
1.3%
3.8
6
4.0%
3.7
3
2.0%
3.6
3
2.0%
3.5
6
4.0%
3.4
12
8.0%
3.3
6
4.0%
3.2
13
8.7%
3.1
12
8.0%
3.0
26
17.3%
2.9
10
6.7%
petal_length
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
petal_width
0.96
sepal_length
0.87
sepal_width
-0.42
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
species
0.97
MOST FREQUENT VALUES
1.5
14
9.3%
1.4
12
8.0%
5.1
8
5.3%
4.5
8
5.3%
1.6
7
4.7%
1.3
7
4.7%
5.6
6
4.0%
4.7
5
3.3%
4.9
5
3.3%
4.0
5
3.3%
4.2
4
2.7%
5.0
4
2.7%
4.4
4
2.7%
4.8
4
2.7%
1.7
4
2.7%
SMALLEST VALUES
1.0
1
0.7%
1.1
1
0.7%
1.2
2
1.3%
1.3
7
4.7%
1.4
12
8.0%
1.5
14
9.3%
1.6
7
4.7%
1.7
4
2.7%
1.9
2
1.3%
3.0
1
0.7%
3.3
2
1.3%
3.5
2
1.3%
3.6
1
0.7%
3.7
1
0.7%
3.8
1
0.7%
LARGEST VALUES
6.9
1
0.7%
6.7
2
1.3%
6.6
1
0.7%
6.4
1
0.7%
6.3
1
0.7%
6.1
3
2.0%
6.0
2
1.3%
5.9
2
1.3%
5.8
3
2.0%
5.7
3
2.0%
5.6
6
4.0%
5.5
3
2.0%
5.4
2
1.3%
5.3
2
1.3%
5.2
2
1.3%
petal_width
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
petal_length
0.96
sepal_length
0.82
sepal_width
-0.36
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
species
0.96
MOST FREQUENT VALUES
0.2
28
18.7%
1.3
13
8.7%
1.8
12
8.0%
1.5
12
8.0%
1.4
8
5.3%
2.3
8
5.3%
1.0
7
4.7%
0.4
7
4.7%
0.3
7
4.7%
0.1
6
4.0%
2.1
6
4.0%
2.0
6
4.0%
1.2
5
3.3%
1.9
5
3.3%
1.6
4
2.7%
SMALLEST VALUES
0.1
6
4.0%
0.2
28
18.7%
0.3
7
4.7%
0.4
7
4.7%
0.5
1
0.7%
0.6
1
0.7%
1.0
7
4.7%
1.1
3
2.0%
1.2
5
3.3%
1.3
13
8.7%
1.4
8
5.3%
1.5
12
8.0%
1.6
4
2.7%
1.7
2
1.3%
1.8
12
8.0%
LARGEST VALUES
2.5
3
2.0%
2.4
3
2.0%
2.3
8
5.3%
2.2
3
2.0%
2.1
6
4.0%
2.0
6
4.0%
1.9
5
3.3%
1.8
12
8.0%
1.7
2
1.3%
1.6
4
2.7%
1.5
12
8.0%
1.4
8
5.3%
1.3
13
8.7%
1.2
5
3.3%
1.1
3
2.0%
species
MISSING:
---
TOP CATEGORIES
Iris-setosa
50
33%
Iris-versicolor
50
33%
Iris-virginica
50
33%
ALL
150
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
species
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON species:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)