Showing ONLY dataset "glass" • SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None" • SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical,
(approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
0
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
6
0.80
4
-0.54
3
-0.40
5
-0.29
1
-0.18
8
0.13
2
-0.13
7
0.01
0
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.18
MOST FREQUENT VALUES
1.517578125
50
23.4%
1.5166015625
43
20.1%
1.5185546875
29
13.6%
1.515625
25
11.7%
1.51953125
15
7.0%
1.521484375
14
6.5%
1.5224609375
8
3.7%
1.5205078125
7
3.3%
1.5234375
5
2.3%
1.52734375
3
1.4%
1.5263671875
3
1.4%
1.5244140625
2
0.9%
1.51171875
2
0.9%
1.513671875
2
0.9%
1.5126953125
2
0.9%
SMALLEST VALUES
1.5107421875
1
0.5%
1.51171875
2
0.9%
1.5126953125
2
0.9%
1.513671875
2
0.9%
1.5146484375
1
0.5%
1.515625
25
11.7%
1.5166015625
43
20.1%
1.517578125
50
23.4%
1.5185546875
29
13.6%
1.51953125
15
7.0%
1.5205078125
7
3.3%
1.521484375
14
6.5%
1.5224609375
8
3.7%
1.5234375
5
2.3%
1.5244140625
2
0.9%
LARGEST VALUES
1.5341796875
1
0.5%
1.53125
1
0.5%
1.52734375
3
1.4%
1.5263671875
3
1.4%
1.5244140625
2
0.9%
1.5234375
5
2.3%
1.5224609375
8
3.7%
1.521484375
14
6.5%
1.5205078125
7
3.3%
1.51953125
15
7.0%
1.5185546875
29
13.6%
1.517578125
50
23.4%
1.5166015625
43
20.1%
1.515625
25
11.7%
1.5146484375
1
0.5%
1
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
7
0.33
6
-0.28
2
-0.27
5
-0.27
8
-0.24
0
-0.18
3
0.16
4
-0.07
1
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.64
MOST FREQUENT VALUES
13.2109375
5
2.3%
13.0
5
2.3%
13.0234375
5
2.3%
13.640625
4
1.9%
12.859375
4
1.9%
13.2421875
4
1.9%
12.8515625
4
1.9%
13.328125
4
1.9%
13.4375
3
1.4%
12.9296875
3
1.4%
12.7890625
3
1.4%
13.40625
3
1.4%
13.203125
3
1.4%
13.71875
3
1.4%
12.8671875
3
1.4%
SMALLEST VALUES
10.7265625
1
0.5%
11.0234375
1
0.5%
11.03125
1
0.5%
11.2265625
1
0.5%
11.453125
1
0.5%
11.5625
1
0.5%
11.953125
1
0.5%
12.15625
1
0.5%
12.203125
1
0.5%
12.296875
1
0.5%
12.3515625
1
0.5%
12.453125
1
0.5%
12.546875
1
0.5%
12.5625
1
0.5%
12.5703125
1
0.5%
LARGEST VALUES
17.375
1
0.5%
15.7890625
1
0.5%
15.1484375
1
0.5%
15.0078125
1
0.5%
14.9921875
1
0.5%
14.953125
2
0.9%
14.9375
1
0.5%
14.921875
1
0.5%
14.859375
2
0.9%
14.8515625
2
0.9%
14.796875
1
0.5%
14.7734375
1
0.5%
14.75
1
0.5%
14.703125
1
0.5%
14.5625
2
0.9%
2
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
7
-0.49
3
-0.48
6
-0.44
1
-0.27
4
-0.17
0
-0.13
8
0.08
5
0.01
2
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.78
MOST FREQUENT VALUES
0.0
42
19.6%
3.580078125
8
3.7%
3.48046875
8
3.7%
3.5390625
8
3.7%
3.51953125
7
3.3%
3.619140625
5
2.3%
3.5703125
4
1.9%
3.5
4
1.9%
3.66015625
4
1.9%
3.560546875
4
1.9%
3.609375
4
1.9%
3.44921875
3
1.4%
3.55078125
3
1.4%
3.490234375
3
1.4%
3.33984375
3
1.4%
SMALLEST VALUES
0.0
42
19.6%
0.330078125
1
0.5%
0.77978515625
1
0.5%
1.009765625
1
0.5%
1.349609375
1
0.5%
1.6103515625
1
0.5%
1.7099609375
1
0.5%
1.740234375
1
0.5%
1.7802734375
1
0.5%
1.830078125
1
0.5%
1.849609375
1
0.5%
1.8798828125
1
0.5%
2.08984375
1
0.5%
2.189453125
1
0.5%
2.19921875
1
0.5%
LARGEST VALUES
4.48828125
1
0.5%
3.98046875
1
0.5%
3.970703125
1
0.5%
3.9296875
1
0.5%
3.900390625
3
1.4%
3.890625
1
0.5%
3.869140625
1
0.5%
3.859375
1
0.5%
3.849609375
2
0.9%
3.83984375
1
0.5%
3.830078125
1
0.5%
3.8203125
2
0.9%
3.810546875
1
0.5%
3.80078125
1
0.5%
3.779296875
1
0.5%
3
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
2
-0.48
7
0.48
0
-0.40
5
0.33
6
-0.26
1
0.16
8
-0.07
4
-0.00
3
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.68
MOST FREQUENT VALUES
1.5400390625
8
3.7%
1.1904296875
6
2.8%
1.23046875
5
2.3%
1.5595703125
5
2.3%
1.2900390625
5
2.3%
1.4296875
5
2.3%
1.3603515625
4
1.9%
1.349609375
4
1.9%
1.2802734375
4
1.9%
1.1103515625
3
1.4%
1.4697265625
3
1.4%
1.25
3
1.4%
1.6298828125
3
1.4%
1.51953125
3
1.4%
1.3203125
3
1.4%
SMALLEST VALUES
0.2900390625
1
0.5%
0.340087890625
1
0.5%
0.469970703125
2
0.9%
0.509765625
1
0.5%
0.56005859375
2
0.9%
0.580078125
1
0.5%
0.64990234375
1
0.5%
0.66015625
1
0.5%
0.669921875
1
0.5%
0.7099609375
1
0.5%
0.72021484375
1
0.5%
0.75
2
0.9%
0.77001953125
1
0.5%
0.77978515625
1
0.5%
0.7900390625
1
0.5%
LARGEST VALUES
3.5
1
0.5%
3.0390625
1
0.5%
3.01953125
1
0.5%
2.880859375
1
0.5%
2.7890625
1
0.5%
2.740234375
1
0.5%
2.6796875
1
0.5%
2.66015625
1
0.5%
2.5390625
1
0.5%
2.509765625
1
0.5%
2.419921875
1
0.5%
2.380859375
1
0.5%
2.33984375
1
0.5%
2.26953125
1
0.5%
2.25
1
0.5%
4
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
-0.54
6
-0.21
5
-0.19
2
-0.17
7
-0.10
8
-0.10
1
-0.07
3
-0.00
4
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.25
MOST FREQUENT VALUES
73.0
18
8.4%
72.75
14
6.5%
72.875
13
6.1%
73.25
12
5.6%
73.125
11
5.1%
73.0625
9
4.2%
72.625
8
3.7%
72.8125
8
3.7%
72.6875
7
3.3%
72.375
7
3.3%
71.75
7
3.3%
72.9375
7
3.3%
72.25
6
2.8%
73.1875
6
2.8%
72.5
6
2.8%
SMALLEST VALUES
69.8125
1
0.5%
69.875
1
0.5%
70.1875
1
0.5%
70.25
1
0.5%
70.4375
1
0.5%
70.5
1
0.5%
70.5625
1
0.5%
70.6875
1
0.5%
71.125
1
0.5%
71.25
2
0.9%
71.375
3
1.4%
71.5
1
0.5%
71.5625
1
0.5%
71.75
7
3.3%
71.8125
4
1.9%
LARGEST VALUES
75.4375
1
0.5%
75.1875
1
0.5%
74.5625
1
0.5%
74.4375
1
0.5%
73.875
1
0.5%
73.8125
1
0.5%
73.75
2
0.9%
73.6875
1
0.5%
73.625
1
0.5%
73.5625
1
0.5%
73.5
2
0.9%
73.4375
3
1.4%
73.375
5
2.3%
73.3125
3
1.4%
73.25
12
5.6%
5
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
3
0.33
6
-0.32
0
-0.29
1
-0.27
4
-0.19
7
-0.04
8
-0.01
2
0.01
5
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.42
MOST FREQUENT VALUES
0.0
30
14.0%
0.56982421875
12
5.6%
0.60009765625
11
5.1%
0.56005859375
11
5.1%
0.580078125
10
4.7%
0.60986328125
8
3.7%
0.64013671875
8
3.7%
0.58984375
7
3.3%
0.6201171875
6
2.8%
0.5400390625
6
2.8%
0.5498046875
6
2.8%
0.08001708984375
4
1.9%
0.1099853515625
4
1.9%
0.509765625
4
1.9%
0.05999755859375
4
1.9%
SMALLEST VALUES
0.0
30
14.0%
0.0200042724609375
1
0.5%
0.029998779296875
1
0.5%
0.040008544921875
2
0.9%
0.04998779296875
1
0.5%
0.05999755859375
4
1.9%
0.07000732421875
1
0.5%
0.08001708984375
4
1.9%
0.09002685546875
2
0.9%
0.0999755859375
1
0.5%
0.1099853515625
4
1.9%
0.1199951171875
3
1.4%
0.1300048828125
2
0.9%
0.1400146484375
2
0.9%
0.1500244140625
1
0.5%
LARGEST VALUES
6.2109375
2
0.9%
2.69921875
1
0.5%
1.759765625
1
0.5%
1.6796875
1
0.5%
1.4599609375
1
0.5%
1.41015625
1
0.5%
1.099609375
1
0.5%
0.97021484375
1
0.5%
0.81005859375
1
0.5%
0.759765625
2
0.9%
0.72998046875
1
0.5%
0.72021484375
1
0.5%
0.7001953125
1
0.5%
0.68994140625
4
1.9%
0.68017578125
4
1.9%
6
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
0
0.80
2
-0.44
5
-0.32
1
-0.28
3
-0.26
4
-0.21
8
0.13
7
-0.11
6
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.26
MOST FREQUENT VALUES
8.4296875
5
2.3%
8.03125
5
2.3%
9.5703125
4
1.9%
8.7890625
4
1.9%
8.4375
4
1.9%
8.6015625
3
1.4%
8.671875
3
1.4%
8.3828125
3
1.4%
8.5234375
3
1.4%
8.7578125
3
1.4%
8.828125
3
1.4%
9.8515625
3
1.4%
8.390625
3
1.4%
8.546875
3
1.4%
8.53125
3
1.4%
SMALLEST VALUES
5.4296875
1
0.5%
5.7890625
1
0.5%
5.87109375
1
0.5%
6.46875
1
0.5%
6.6484375
1
0.5%
6.9296875
1
0.5%
6.9609375
1
0.5%
7.078125
1
0.5%
7.359375
1
0.5%
7.58984375
1
0.5%
7.78125
1
0.5%
7.828125
2
0.9%
7.859375
1
0.5%
7.87890625
1
0.5%
7.890625
1
0.5%
LARGEST VALUES
16.1875
1
0.5%
14.9609375
1
0.5%
14.6796875
1
0.5%
14.3984375
1
0.5%
13.4375
1
0.5%
13.296875
1
0.5%
13.2421875
1
0.5%
12.5
1
0.5%
12.2421875
1
0.5%
11.640625
1
0.5%
11.6171875
1
0.5%
11.53125
1
0.5%
11.5234375
1
0.5%
11.40625
1
0.5%
11.3203125
1
0.5%
7
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
2
-0.49
3
0.48
1
0.33
6
-0.11
4
-0.10
8
-0.06
5
-0.04
0
0.01
7
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.70
MOST FREQUENT VALUES
0.0
176
82.2%
0.1099853515625
2
0.9%
0.64013671875
2
0.9%
0.09002685546875
2
0.9%
1.58984375
2
0.9%
1.5703125
2
0.9%
0.66015625
1
0.5%
0.68994140625
1
0.5%
2.880859375
1
0.5%
0.5400390625
1
0.5%
0.669921875
1
0.5%
0.239990234375
1
0.5%
1.6298828125
1
0.5%
0.1500244140625
1
0.5%
0.759765625
1
0.5%
SMALLEST VALUES
0.0
176
82.2%
0.05999755859375
1
0.5%
0.09002685546875
2
0.9%
0.1099853515625
2
0.9%
0.1400146484375
1
0.5%
0.1500244140625
1
0.5%
0.239990234375
1
0.5%
0.27001953125
1
0.5%
0.39990234375
1
0.5%
0.52978515625
1
0.5%
0.5400390625
1
0.5%
0.56005859375
1
0.5%
0.60986328125
1
0.5%
0.6298828125
1
0.5%
0.64013671875
2
0.9%
LARGEST VALUES
3.150390625
1
0.5%
2.880859375
1
0.5%
2.19921875
1
0.5%
1.7099609375
1
0.5%
1.6796875
1
0.5%
1.669921875
1
0.5%
1.6396484375
1
0.5%
1.6298828125
1
0.5%
1.58984375
2
0.9%
1.5703125
2
0.9%
1.5498046875
1
0.5%
1.3798828125
1
0.5%
1.1904296875
1
0.5%
1.0595703125
1
0.5%
0.81005859375
1
0.5%
8
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
1
-0.24
0
0.13
6
0.13
4
-0.10
2
0.08
3
-0.07
7
-0.06
5
-0.01
8
0.00
CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
9
0.25
MOST FREQUENT VALUES
0.0
144
67.3%
0.239990234375
7
3.3%
0.1700439453125
7
3.3%
0.09002685546875
6
2.8%
0.0999755859375
5
2.3%
0.1099853515625
4
1.9%
0.1199951171875
3
1.4%
0.1400146484375
3
1.4%
0.219970703125
3
1.4%
0.280029296875
3
1.4%
0.1600341796875
3
1.4%
0.07000732421875
3
1.4%
0.1500244140625
2
0.9%
0.08001708984375
2
0.9%
0.18994140625
2
0.9%
SMALLEST VALUES
0.0
144
67.3%
0.01000213623046875
1
0.5%
0.029998779296875
1
0.5%
0.04998779296875
1
0.5%
0.05999755859375
1
0.5%
0.07000732421875
3
1.4%
0.08001708984375
2
0.9%
0.09002685546875
6
2.8%
0.0999755859375
5
2.3%
0.1099853515625
4
1.9%
0.1199951171875
3
1.4%
0.1400146484375
3
1.4%
0.1500244140625
2
0.9%
0.1600341796875
3
1.4%
0.1700439453125
7
3.3%
LARGEST VALUES
0.509765625
1
0.5%
0.3701171875
1
0.5%
0.35009765625
1
0.5%
0.340087890625
1
0.5%
0.320068359375
1
0.5%
0.31005859375
1
0.5%
0.300048828125
1
0.5%
0.2900390625
1
0.5%
0.280029296875
3
1.4%
0.260009765625
1
0.5%
0.25
1
0.5%
0.239990234375
7
3.3%
0.219970703125
3
1.4%
0.2099609375
1
0.5%
0.199951171875
1
0.5%
9
MISSING:
---
TOP CATEGORIES
2.0
76
36%
1.0
70
33%
7.0
29
14%
3.0
17
8%
5.0
13
6%
6.0
9
4%
ALL
214
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
9
PROVIDES INFORMATION ON...
THESE FEATURES GIVE INFORMATION
ON 9:
NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)