area
float64
10.6
21.2
perimeter
float64
12.4
17.3
compactness
float64
0.81
0.92
length
float64
4.9
6.68
width
float64
2.63
4.03
asymmetry
float64
0.77
8.46
length_grove
float64
4.52
6.55
class
class label
3 classes
16.41
15.25
0.8866
5.718
3.525
4.217
5.618
11
17.99
15.86
0.8992
5.89
3.694
2.068
5.837
11
19.46
16.5
0.8985
6.113
3.892
4.308
6.009
11
19.18
16.63
0.8717
6.369
3.681
3.357
6.229
11
18.95
16.42
0.8829
6.248
3.755
3.368
6.148
11
18.83
16.29
0.8917
6.037
3.786
2.553
5.879
11
18.85
16.17
0.9056
6.152
3.806
2.843
6.2
11
17.63
15.86
0.88
6.033
3.573
3.747
5.929
11
19.94
16.92
0.8752
6.675
3.763
3.252
6.55
11
18.55
16.22
0.8865
6.153
3.674
1.738
5.894
11
18.45
16.12
0.8921
6.107
3.769
2.235
5.794
11
19.38
16.72
0.8716
6.303
3.791
3.678
5.965
11
19.13
16.31
0.9035
6.183
3.902
2.109
5.924
11
19.14
16.61
0.8722
6.259
3.737
6.682
6.053
11
20.97
17.25
0.8859
6.563
3.991
4.677
6.316
11
19.06
16.45
0.8854
6.416
3.719
2.248
6.163
11
18.96
16.2
0.9077
6.051
3.897
4.334
5.75
11
19.15
16.45
0.889
6.245
3.815
3.084
6.185
11
18.89
16.23
0.9008
6.227
3.769
3.639
5.966
11
20.03
16.9
0.8811
6.493
3.857
3.063
6.32
11
20.24
16.91
0.8897
6.315
3.962
5.901
6.188
11
18.14
16.12
0.8772
6.059
3.563
3.619
6.011
11
16.17
15.38
0.8588
5.762
3.387
4.286
5.703
11
18.43
15.97
0.9077
5.98
3.771
2.984
5.905
11
15.99
14.89
0.9064
5.363
3.582
3.336
5.144
11
18.75
16.18
0.8999
6.111
3.869
4.188
5.992
11
18.65
16.41
0.8698
6.285
3.594
4.391
6.102
11
17.98
15.85
0.8993
5.979
3.687
2.257
5.919
11
20.16
17.03
0.8735
6.513
3.773
1.91
6.185
11
17.55
15.66
0.8991
5.791
3.69
5.366
5.661
11
18.3
15.89
0.9108
5.979
3.755
2.837
5.962
11
18.94
16.32
0.8942
6.144
3.825
2.908
5.949
11
15.38
14.9
0.8706
5.884
3.268
4.462
5.795
11
16.16
15.33
0.8644
5.845
3.395
4.266
5.795
11
15.56
14.89
0.8823
5.776
3.408
4.972
5.847
11
15.38
14.66
0.899
5.477
3.465
3.6
5.439
11
17.36
15.76
0.8785
6.145
3.574
3.526
5.971
11
15.57
15.15
0.8527
5.92
3.231
2.64
5.879
11
15.6
15.11
0.858
5.832
3.286
2.725
5.752
11
16.23
15.18
0.885
5.872
3.472
3.769
5.922
11
13.07
13.92
0.848
5.472
2.994
5.304
5.395
22
13.32
13.94
0.8613
5.541
3.073
7.035
5.44
22
13.34
13.95
0.862
5.389
3.074
5.995
5.307
22
12.22
13.32
0.8652
5.224
2.967
5.469
5.221
22
11.82
13.4
0.8274
5.314
2.777
4.471
5.178
22
11.21
13.13
0.8167
5.279
2.687
6.169
5.275
22
11.43
13.13
0.8335
5.176
2.719
2.221
5.132
22
12.49
13.46
0.8658
5.267
2.967
4.421
5.002
22
12.7
13.71
0.8491
5.386
2.911
3.26
5.316
22
10.79
12.93
0.8107
5.317
2.648
5.462
5.194
22
11.83
13.23
0.8496
5.263
2.84
5.195
5.307
22
12.01
13.52
0.8249
5.405
2.776
6.992
5.27
22
12.26
13.6
0.8333
5.408
2.833
4.756
5.36
22
11.18
13.04
0.8266
5.22
2.693
3.332
5.001
22
11.36
13.05
0.8382
5.175
2.755
4.048
5.263
22
11.19
13.05
0.8253
5.25
2.675
5.813
5.219
22
11.34
12.87
0.8596
5.053
2.849
3.347
5.003
22
12.13
13.73
0.8081
5.394
2.745
4.825
5.22
22
11.75
13.52
0.8082
5.444
2.678
4.378
5.31
22
11.49
13.22
0.8263
5.304
2.695
5.388
5.31
22
12.54
13.67
0.8425
5.451
2.879
3.082
5.491
22
12.02
13.33
0.8503
5.35
2.81
4.271
5.308
22
12.05
13.41
0.8416
5.267
2.847
4.988
5.046
22
12.55
13.57
0.8558
5.333
2.968
4.419
5.176
22
11.14
12.79
0.8558
5.011
2.794
6.388
5.049
22
12.1
13.15
0.8793
5.105
2.941
2.201
5.056
22
12.44
13.59
0.8462
5.319
2.897
4.924
5.27
22
12.15
13.45
0.8443
5.417
2.837
3.638
5.338
22
11.35
13.12
0.8291
5.176
2.668
4.337
5.132
22
11.24
13
0.8359
5.09
2.715
3.521
5.088
22
11.02
13
0.8189
5.325
2.701
6.735
5.163
22
11.55
13.1
0.8455
5.167
2.845
6.715
4.956
22
11.27
12.97
0.8419
5.088
2.763
4.309
5
22
11.4
13.08
0.8375
5.136
2.763
5.588
5.089
22
10.83
12.96
0.8099
5.278
2.641
5.182
5.185
22
10.8
12.57
0.859
4.981
2.821
4.773
5.063
22
11.26
13.01
0.8355
5.186
2.71
5.335
5.092
22
10.74
12.73
0.8329
5.145
2.642
4.702
4.963
22
11.48
13.05
0.8473
5.18
2.758
5.876
5.002
22
12.21
13.47
0.8453
5.357
2.893
1.661
5.178
22
11.41
12.95
0.856
5.09
2.775
4.957
4.825
22
12.46
13.41
0.8706
5.236
3.017
4.987
5.147
22
12.19
13.36
0.8579
5.24
2.909
4.857
5.158
22
11.65
13.07
0.8575
5.108
2.85
5.209
5.135
22
12.89
13.77
0.8541
5.495
3.026
6.185
5.316
22
11.56
13.31
0.8198
5.363
2.683
4.062
5.182
22
11.81
13.45
0.8198
5.413
2.716
4.898
5.352
22
10.91
12.8
0.8372
5.088
2.675
4.179
4.956
22
11.23
12.82
0.8594
5.089
2.821
7.524
4.957
22
10.59
12.41
0.8648
4.899
2.787
4.975
4.794
22
10.93
12.8
0.839
5.046
2.717
5.398
5.045
22
11.27
12.86
0.8563
5.091
2.804
3.985
5.001
22
11.87
13.02
0.8795
5.132
2.953
3.597
5.132
22
10.82
12.83
0.8256
5.18
2.63
4.853
5.089
22
12.11
13.27
0.8639
5.236
2.975
4.132
5.012
22
12.8
13.47
0.886
5.16
3.126
4.873
4.914
22
12.79
13.53
0.8786
5.224
3.054
5.483
4.958
22
13.37
13.78
0.8849
5.32
3.128
4.67
5.091
22
12.62
13.67
0.8481
5.41
2.911
3.306
5.231
22
12.76
13.38
0.8964
5.073
3.155
2.828
4.83
22