major_axis_length
float64
4.28
334
minor_axis_length
float64
0
256
log_of_sum_of_content
float64
1.94
5.32
ratio_of_sum_of_highest_pixels_and_size
float64
0.01
0.89
ratio_of_highest_pixel_and_size
float64
0
0.68
projected_distance_highest_to_center_pixel
float64
-457.92
575
third_root_of_third_moment_along_major_axis
float64
-331.78
238
third_root_of_third_moment_along_minor_axis
float64
-205.89
180
angle_major_axis_to_origin
float64
0
90
distance_origin_to_center
float64
1.28
496
class
class label
2 classes
43.1994
17.501
2.8011
0.2735
0.1431
44.9467
40.3342
-4.6509
7.6914
154.427
1yes
61.6933
18.0011
2.9015
0.276
0.1449
47.4507
38.9838
13.6166
2.926
234.109
1yes
23.2114
18.431
2.7466
0.414
0.2195
22.8049
22.652
11.7008
2.8462
51.4993
1yes
25.2455
19.0726
2.6191
0.3678
0.1863
13.6337
11.1564
-7.5994
81.6368
229.061
1yes
78.2002
23.1372
3.2357
0.2005
0.1212
57.955
86.1356
16.129
12.616
217.965
1yes
31.5256
7.4577
2.3324
0.6093
0.3837
33.1918
21.022
-7.3445
10.2785
189.48
1yes
57.1656
19.9402
2.9978
0.197
0.1
11.2262
44.4537
14.2419
12.267
247.114
1yes
26.3353
16.2775
2.6522
0.343
0.1793
-30.4934
-15.3203
-12.6072
27.835
194.042
1yes
45.8894
15.7069
2.4065
0.4
0.2059
-48.0214
22.4139
-9.317
1.7371
227.008
1yes
39.2192
14.1085
2.8534
0.4064
0.2306
36.9605
31.7324
5.2607
9.1923
225.515
1yes
52.221
12.2973
2.6435
0.4523
0.3125
-25.0167
-41.2341
6.56
5.096
185.44
1yes
23.1587
0.0046
2.1319
0.7675
0.3875
25.3507
15.0322
0
61.5621
147.73
1yes
19.7592
12.1812
2.3664
0.5419
0.2989
3.6595
-11.2892
-10.7783
18.354
182.91
1yes
32.5377
19.6957
2.8561
0.2925
0.1762
25.8408
21.2875
15.2061
27.297
136.814
1yes
23.153
21.0028
2.8065
0.3622
0.2006
28.0575
19.6679
16.5609
27.621
78.7331
1yes
36.9017
24.9234
3.0876
0.1855
0.0977
-2.4734
-13.2831
8.1078
1.9727
135.037
1yes
29.1556
12.5696
2.5441
0.5257
0.27
-9.3565
21.4041
10.0929
1.925
216.048
1yes
100.747
16.6321
2.944
0.3322
0.211
-110.411
74.4191
-14.7132
0.305
230.713
1yes
46.5588
28.6929
3.3971
0.1864
0.0996
17.6816
46.0987
10.205
12.727
107.747
1yes
33.3045
14.4421
2.6862
0.3687
0.2029
1.7249
-9.9052
8.066
5.2437
215.956
1yes
29.8023
10.9847
2.2999
0.4862
0.2882
27.7037
24.3173
8.5655
0.352
209.784
1yes
86.5346
40.6201
4.1111
0.0915
0.0458
35.8899
74.5456
25.1406
4.8152
219.069
1yes
64.6445
28.8301
2.7168
0.3186
0.1679
104.88
-54.6747
-6.9935
10.304
261.443
1yes
64.4081
23.7635
3.1281
0.1951
0.1016
65.7484
41.2256
-11.1654
1.0067
224.491
1yes
20.683
7.2158
2.0233
0.7014
0.3649
-1.1217
7.933
-5.933
56.923
137.98
1yes
68.8466
17.4731
2.7835
0.3029
0.1802
-132.189
67.6255
-8.8232
0.137
248.86
1yes
31.5283
21.6599
2.8618
0.3368
0.1945
7.1639
22.6167
13.2218
50.0234
38.7816
1yes
90.239
14.5621
2.8293
0.3526
0.1844
-129.945
37.1621
7.5805
3.241
303.714
1yes
20.9663
12.7298
2.3274
0.4282
0.2141
16.9437
5.9588
-8.9597
47.8491
218.66
1yes
13.0557
10.9159
2.2188
0.7613
0.4502
-14.0863
5.2668
10.5095
74.1884
175.677
1yes
79.9539
31.9315
3.1602
0.2497
0.1518
53.3845
87.6757
16.2707
17.7108
171.441
1yes
44.9999
25.6517
3.03
0.2231
0.1405
-19.3494
-12.726
-18.4786
46.1539
15.3696
1yes
26.611
14.1842
2.4878
0.4195
0.2715
29.0377
20.5257
-8.2908
29.5051
135.119
1yes
70.457
22.9878
3.0195
0.2562
0.1496
43.5397
68.1553
-10.9792
34.2372
216.957
1yes
36.9794
24.1174
2.9834
0.2213
0.12
11.2818
8.5158
10.8997
46.43
93.9373
1yes
16.3371
11.6489
2.3464
0.6036
0.3131
-0.8501
4.6868
3.9635
69.7431
224.031
1yes
71.2234
17.8914
2.9445
0.2557
0.1494
68.4368
71.1737
-9.5179
7.615
223.184
1yes
45.8732
11.2837
2.5653
0.3837
0.219
43.4461
-19.3437
2.9659
4.6366
192.525
1yes
33.429
29.8932
2.7792
0.2976
0.1538
-13.7784
-31.4401
-25.3331
29.644
28.8145
1yes
43.351
17.7081
2.9287
0.3477
0.221
37.3736
31.5782
-12.4757
20.664
140.19
1yes
56.2479
20.9217
3.1942
0.2168
0.1103
33.813
36.6852
8.7702
0.556
220.971
1yes
100.226
28.222
3.3769
0.2179
0.1321
-42.0608
-33.4996
-13.6411
4.4376
299.45
1yes
34.4244
9.6598
2.4955
0.4888
0.254
-29.8832
23.1758
6.9027
27.604
182.12
1yes
22.2442
11.3451
2.5735
0.5581
0.3298
-6.2041
-19.0011
-6.9374
6.6462
147.737
1yes
37.3887
19.1897
2.5843
0.3333
0.181
-28.1468
-21.6535
-10.4241
1.818
245.343
1yes
92.6284
33.594
3.5469
0.1703
0.1134
-57.3109
62.6011
-13.1964
6.878
273.371
1yes
32.2468
13.0261
2.6532
0.3867
0.21
-14.0759
-25.0816
7.2235
16.2095
168.025
1yes
50.0122
17.8938
3.0388
0.257
0.1331
42.9603
19.7787
-11.2019
2.8523
201.766
1yes
63.7616
24.1374
3.1096
0.2712
0.1356
56.2044
57.895
8.1977
3.473
243.311
1yes
68.9648
25.5221
3.1307
0.2102
0.1121
-76.6982
52.6603
21.812
0.402
253.006
1yes
80.7093
47.2876
3.5386
0.1276
0.0704
-49.9844
88.2266
-25.3392
30.763
280.767
1yes
49.6601
22.0999
3.1746
0.3017
0.1843
17.9069
-25.4435
8.9821
5.4509
197.243
1yes
22.8274
12.9011
2.2355
0.5581
0.311
-13.6277
-12.0722
-7.9568
33.5573
164.843
1yes
50.5984
25.8939
3.0586
0.2464
0.1315
10.7891
35.9762
19.5228
8.44
270.007
1yes
22.4236
15.8256
2.5938
0.4968
0.3146
1.5724
-20.7925
-4.5251
53.815
139.193
1yes
37.6518
15.2293
2.8561
0.4805
0.3015
24.9532
37.9769
6.2648
7.803
184.216
1yes
21.1221
9.3478
2.2967
0.697
0.452
18.4225
20.1723
-11.544
75.3948
167.109
1yes
70.4799
18.7963
2.7906
0.3142
0.2016
-88.956
43.637
-17.9763
4.5199
251.386
1yes
26.466
18.778
2.6107
0.4044
0.2463
13.4573
9.0185
6.0375
6.6995
169.81
1yes
19.4731
12.2939
2.4556
0.5219
0.3205
-1
9.8855
-10.4173
53.7383
202.139
1yes
18.9671
12.7729
2.4417
0.557
0.3165
16.1166
11.5546
-8.1819
31.4965
163.805
1yes
33.5123
15.0057
2.4742
0.4866
0.3104
33.7307
27.5196
2.2896
6.8985
199.944
1yes
49.2754
14.5068
2.7509
0.3141
0.1588
20.2038
38.108
-11.145
1.985
177.428
1yes
114.806
22.8821
2.6716
0.3706
0.2524
-50.8563
-130.103
24.28
41.91
127.577
1yes
24.5581
15.468
2.6628
0.3957
0.1989
10.2036
12.6949
8.5211
26.996
165.258
1yes
17.1997
7.3014
2.2844
0.8312
0.5532
3.4739
4.489
5.2467
19.79
217.318
1yes
86.5389
16.3152
2.8756
0.3023
0.1565
48.9056
72.2829
4.4207
1.53
245.673
1yes
12.871
9.8459
2.2516
0.7899
0.5686
11.2062
8.4149
-5.4993
40.035
146.03
1yes
36.1618
25.9263
3.1178
0.2127
0.1216
14.0562
20.1419
14.7248
33.371
142.269
1yes
21.1474
16.8163
2.5599
0.4435
0.2658
29.268
-11.5756
14.5016
35.595
122.94
1yes
13.123
10.9616
2.1569
0.7666
0.4146
14.6416
-4.0114
11.6445
88.1516
98.8626
1yes
53.5736
25.803
3.5737
0.1956
0.0986
39.2808
58.4267
14.9922
7.596
171.407
1yes
29.1123
18.0166
2.635
0.3175
0.1657
11.2887
26.7753
-10.7571
36.953
190.445
1yes
74.4746
13.4246
2.9717
0.2818
0.1435
18.4636
76.5354
-9.3669
5.847
286.639
1yes
29.4259
17.0431
2.4526
0.3633
0.2028
-14.6546
-15.5914
8.1478
45.059
142.487
1yes
40.749
26.1492
3.2122
0.1933
0.1009
29.9765
-24.5987
8.9177
8.364
169.123
1yes
33.8898
17.6924
2.9647
0.3026
0.1719
13.8792
25.8841
7.6886
6.891
90.7788
1yes
85.6478
20.1038
3.3537
0.2719
0.2004
-43.2684
61.6568
-19.4233
0.7472
318.342
1yes
21.4944
10.4204
2.2304
0.5588
0.3088
-4.4301
16.7152
-8.5553
14.8311
207.058
1yes
35.9225
14.7049
2.5224
0.3093
0.1607
-5.9833
-17.4181
12.4547
2.969
131.396
1yes
38.5491
19.1817
3.0384
0.2947
0.1515
-2.0615
27.1747
-7.9478
7.8488
156.407
1yes
32.0949
13.4114
2.6915
0.4049
0.237
40.987
17.3007
6.6499
14.233
197.379
1yes
29.9358
23.5957
2.7427
0.302
0.1691
21.8132
13.6714
-14.6917
39.0829
143.347
1yes
24.8738
19.3399
2.7675
0.3194
0.1648
24.2257
-13.6964
-11.409
31.2269
68.9708
1yes
13.1469
10.548
2.2467
0.7819
0.4788
-13.3907
-4.7953
10.6172
27.3603
225.093
1yes
23.6426
0
2.3149
0.7312
0.3705
2.7603
-12.9376
0
0
122.76
1yes
36.2124
9.5335
2.3838
0.3884
0.1963
-22.2515
-24.4503
-5.3397
27.4653
53.5635
1yes
31.3143
18.0536
2.873
0.284
0.1721
1.2051
14.7875
12.6812
1.6985
183.056
1yes
80.0634
31.6829
3.7285
0.1104
0.0556
30.1971
73.1529
-12.4444
0.57
286.451
1yes
45.5567
16.8422
2.9263
0.2749
0.1404
33.8612
24.1014
-10.3577
3.378
214.16
1yes
20.5056
12.823
2.3531
0.51
0.2683
9.9865
14.0662
8.7369
1.701
205.635
1yes
88.6611
23.5917
3.3842
0.1866
0.0981
41.6122
91.629
11.0464
0.71
279.442
1yes
23.8669
15.7684
2.639
0.4271
0.2514
-16.3651
-17.0472
-11.9383
20.646
118.458
1yes
29.669
19.4103
2.5521
0.4011
0.223
-22.4237
-21.0367
-13.4138
12.24
232.553
1yes
32.4734
11.2154
2.7271
0.4799
0.3008
15.6316
30.4684
-10.7728
6.915
93.2392
1yes
91.9495
29.2949
3.3654
0.2233
0.1416
-48.1293
43.1926
22.0904
4.1635
291.833
1yes
48.6413
19.3526
2.8048
0.2978
0.1654
37.0506
20.0806
14.8701
11.287
214.847
1yes
12.691
11.6996
2.0233
0.7109
0.3839
15.6692
-8.7521
10.1028
79.5407
164.163
1yes
23.2097
19.4279
2.7251
0.3823
0.2269
11.7908
20.3361
-7.0757
24.8586
168.656
1yes
43.1149
20.6045
2.9609
0.2615
0.1537
38.0039
23.6864
5.8435
2.4098
168.887
1yes