admin
commited on
Commit
•
86cf2f6
1
Parent(s):
be59411
combine test & train
Browse files- README.md +2 -7
- pima_train.csv → pima.csv +156 -1
- pima_test.csv +0 -156
README.md
CHANGED
@@ -9,14 +9,9 @@ license: mit
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```
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from datasets import load_dataset
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data = load_dataset("george-chou/Pima")
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trainset = data['train']
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testset = data['test']
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for item in
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print(item)
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for item in testset:
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print(item)
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```
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```
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from datasets import load_dataset
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data = load_dataset("george-chou/Pima", split="train")
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for item in data:
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print(item)
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```
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pima_train.csv → pima.csv
RENAMED
@@ -611,4 +611,159 @@ ID,Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeF
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611 |
609,1,111,62,13,182,24,0.138,23,0
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612 |
610,3,106,54,21,158,30.9,0.292,24,0
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613 |
611,3,174,58,22,194,32.9,0.593,36,1
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614 |
-
612,7,168,88,42,321,38.2,0.787,40,1
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611 |
609,1,111,62,13,182,24,0.138,23,0
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612 |
610,3,106,54,21,158,30.9,0.292,24,0
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613 |
611,3,174,58,22,194,32.9,0.593,36,1
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614 |
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612,7,168,88,42,321,38.2,0.787,40,1
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615 |
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616 |
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614,11,138,74,26,144,36.1,0.557,50,1
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617 |
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615,3,106,72,29,155,25.8,0.207,27,0
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618 |
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616,6,117,96,29,155,28.7,0.157,30,0
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619 |
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617,2,68,62,13,15,20.1,0.257,23,0
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620 |
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618,9,112,82,24,155,28.2,1.282,50,1
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621 |
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619,0,119,72,29,155,32.4,0.141,24,1
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622 |
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620,2,112,86,42,160,38.4,0.246,28,0
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623 |
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621,2,92,76,20,155,24.2,1.698,28,0
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624 |
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622,6,183,94,29,155,40.8,1.461,45,0
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625 |
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623,0,94,70,27,115,43.5,0.347,21,0
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626 |
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624,2,108,64,29,155,30.8,0.158,21,0
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627 |
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625,4,90,88,47,54,37.7,0.362,29,0
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628 |
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626,0,125,68,29,155,24.7,0.206,21,0
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629 |
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627,0,132,78,29,155,32.4,0.393,21,0
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630 |
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628,5,128,80,29,155,34.6,0.144,45,0
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631 |
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629,4,94,65,22,155,24.7,0.148,21,0
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632 |
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630,7,114,64,29,155,27.4,0.732,34,1
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633 |
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631,0,102,78,40,90,34.5,0.238,24,0
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634 |
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632,2,111,60,29,155,26.2,0.343,23,0
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635 |
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633,1,128,82,17,183,27.5,0.115,22,0
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636 |
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634,10,92,62,29,155,25.9,0.167,31,0
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637 |
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635,13,104,72,29,155,31.2,0.465,38,1
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638 |
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636,5,104,74,29,155,28.8,0.153,48,0
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639 |
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637,2,94,76,18,66,31.6,0.649,23,0
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640 |
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638,7,97,76,32,91,40.9,0.871,32,1
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641 |
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639,1,100,74,12,46,19.5,0.149,28,0
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642 |
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640,0,102,86,17,105,29.3,0.695,27,0
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643 |
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641,4,128,70,29,155,34.3,0.303,24,0
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644 |
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642,6,147,80,29,155,29.5,0.178,50,1
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645 |
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643,4,90,72,29,155,28,0.61,31,0
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646 |
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644,3,103,72,30,152,27.6,0.73,27,0
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647 |
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645,2,157,74,35,440,39.4,0.134,30,0
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648 |
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646,1,167,74,17,144,23.4,0.447,33,1
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649 |
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647,0,179,50,36,159,37.8,0.455,22,1
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650 |
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648,11,136,84,35,130,28.3,0.26,42,1
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651 |
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649,0,107,60,25,155,26.4,0.133,23,0
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652 |
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650,1,91,54,25,100,25.2,0.234,23,0
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653 |
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651,1,117,60,23,106,33.8,0.466,27,0
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654 |
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652,5,123,74,40,77,34.1,0.269,28,0
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655 |
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653,2,120,54,29,155,26.8,0.455,27,0
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656 |
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654,1,106,70,28,135,34.2,0.142,22,0
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657 |
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655,2,155,52,27,540,38.7,0.24,25,1
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658 |
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656,2,101,58,35,90,21.8,0.155,22,0
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659 |
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657,1,120,80,48,200,38.9,1.162,41,0
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660 |
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658,11,127,106,29,155,39,0.19,51,0
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661 |
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659,3,80,82,31,70,34.2,1.292,27,1
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662 |
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660,10,162,84,29,155,27.7,0.182,54,0
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663 |
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661,1,199,76,43,155,42.9,1.394,22,1
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664 |
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662,8,167,106,46,231,37.6,0.165,43,1
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665 |
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663,9,145,80,46,130,37.9,0.637,40,1
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666 |
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664,6,115,60,39,155,33.7,0.245,40,1
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667 |
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665,1,112,80,45,132,34.8,0.217,24,0
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668 |
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666,4,145,82,18,155,32.5,0.235,70,1
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669 |
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667,10,111,70,27,155,27.5,0.141,40,1
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668,6,98,58,33,190,34,0.43,43,0
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669,9,154,78,30,100,30.9,0.164,45,0
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677 |
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676,9,156,86,29,155,24.8,0.23,53,1
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680 |
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680,2,56,56,28,45,24.2,0.332,22,0
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681,0,162,76,36,155,49.6,0.364,26,1
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684 |
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682,0,95,64,39,105,44.6,0.366,22,0
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685 |
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683,4,125,80,29,155,32.3,0.536,27,1
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686 |
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684,5,136,82,29,155,32.45746367,0.64,69,0
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687 |
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685,2,129,74,26,205,33.2,0.591,25,0
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688 |
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686,3,130,64,29,155,23.1,0.314,22,0
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689 |
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691 |
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692 |
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696,3,169,74,19,125,29.9,0.268,31,1
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699 |
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698,4,127,88,11,155,34.5,0.598,28,0
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709 |
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707,2,127,46,21,335,34.4,0.176,22,0
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708,9,164,78,29,155,32.8,0.148,45,1
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711,5,126,78,27,22,29.6,0.439,40,0
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712,10,129,62,36,155,41.2,0.441,38,1
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714,3,102,74,29,155,29.5,0.121,32,0
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718 |
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724 |
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725 |
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743 |
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744 |
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745 |
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743,9,140,94,29,155,32.7,0.734,45,1
|
746 |
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744,13,153,88,37,140,40.6,1.174,39,0
|
747 |
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748 |
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746,1,147,94,41,155,49.3,0.358,27,1
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749 |
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747,1,81,74,41,57,46.3,1.096,32,0
|
750 |
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|
751 |
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|
752 |
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750,4,136,70,29,155,31.2,1.182,22,1
|
753 |
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751,1,121,78,39,74,39,0.261,28,0
|
754 |
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752,3,108,62,24,155,26,0.223,25,0
|
755 |
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753,0,181,88,44,510,43.3,0.222,26,1
|
756 |
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754,8,154,78,32,155,32.4,0.443,45,1
|
757 |
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755,1,128,88,39,110,36.5,1.057,37,1
|
758 |
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756,7,137,90,41,155,32,0.391,39,0
|
759 |
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757,0,123,72,29,155,36.3,0.258,52,1
|
760 |
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758,1,106,76,29,155,37.5,0.197,26,0
|
761 |
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759,6,190,92,29,155,35.5,0.278,66,1
|
762 |
+
760,2,88,58,26,16,28.4,0.766,22,0
|
763 |
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761,9,170,74,31,155,44,0.403,43,1
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764 |
+
762,9,89,62,29,155,22.5,0.142,33,0
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765 |
+
763,10,101,76,48,180,32.9,0.171,63,0
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766 |
+
764,2,122,70,27,155,36.8,0.34,27,0
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767 |
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765,5,121,72,23,112,26.2,0.245,30,0
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768 |
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766,1,126,60,29,155,30.1,0.349,47,1
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769 |
+
767,1,93,70,31,155,30.4,0.315,23,0
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pima_test.csv
DELETED
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ID,Pregnancies,Glucose,BloodPressure,SkinThickness,Insulin,BMI,DiabetesPedigreeFunction,Age,Outcome
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0,6,105,80,28,155,32.5,0.878,26,0
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3 |
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1,11,138,74,26,144,36.1,0.557,50,1
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4 |
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2,3,106,72,29,155,25.8,0.207,27,0
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3,6,117,96,29,155,28.7,0.157,30,0
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4,2,68,62,13,15,20.1,0.257,23,0
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5,9,112,82,24,155,28.2,1.282,50,1
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6,0,119,72,29,155,32.4,0.141,24,1
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9 |
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7,2,112,86,42,160,38.4,0.246,28,0
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10 |
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8,2,92,76,20,155,24.2,1.698,28,0
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9,6,183,94,29,155,40.8,1.461,45,0
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12 |
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10,0,94,70,27,115,43.5,0.347,21,0
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11,2,108,64,29,155,30.8,0.158,21,0
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14 |
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12,4,90,88,47,54,37.7,0.362,29,0
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13,0,125,68,29,155,24.7,0.206,21,0
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14,0,132,78,29,155,32.4,0.393,21,0
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15,5,128,80,29,155,34.6,0.144,45,0
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16,4,94,65,22,155,24.7,0.148,21,0
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17,7,114,64,29,155,27.4,0.732,34,1
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18,0,102,78,40,90,34.5,0.238,24,0
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21 |
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19,2,111,60,29,155,26.2,0.343,23,0
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20,1,128,82,17,183,27.5,0.115,22,0
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21,10,92,62,29,155,25.9,0.167,31,0
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24 |
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22,13,104,72,29,155,31.2,0.465,38,1
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23,5,104,74,29,155,28.8,0.153,48,0
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24,2,94,76,18,66,31.6,0.649,23,0
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25,7,97,76,32,91,40.9,0.871,32,1
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28 |
-
26,1,100,74,12,46,19.5,0.149,28,0
|
29 |
-
27,0,102,86,17,105,29.3,0.695,27,0
|
30 |
-
28,4,128,70,29,155,34.3,0.303,24,0
|
31 |
-
29,6,147,80,29,155,29.5,0.178,50,1
|
32 |
-
30,4,90,72,29,155,28,0.61,31,0
|
33 |
-
31,3,103,72,30,152,27.6,0.73,27,0
|
34 |
-
32,2,157,74,35,440,39.4,0.134,30,0
|
35 |
-
33,1,167,74,17,144,23.4,0.447,33,1
|
36 |
-
34,0,179,50,36,159,37.8,0.455,22,1
|
37 |
-
35,11,136,84,35,130,28.3,0.26,42,1
|
38 |
-
36,0,107,60,25,155,26.4,0.133,23,0
|
39 |
-
37,1,91,54,25,100,25.2,0.234,23,0
|
40 |
-
38,1,117,60,23,106,33.8,0.466,27,0
|
41 |
-
39,5,123,74,40,77,34.1,0.269,28,0
|
42 |
-
40,2,120,54,29,155,26.8,0.455,27,0
|
43 |
-
41,1,106,70,28,135,34.2,0.142,22,0
|
44 |
-
42,2,155,52,27,540,38.7,0.24,25,1
|
45 |
-
43,2,101,58,35,90,21.8,0.155,22,0
|
46 |
-
44,1,120,80,48,200,38.9,1.162,41,0
|
47 |
-
45,11,127,106,29,155,39,0.19,51,0
|
48 |
-
46,3,80,82,31,70,34.2,1.292,27,1
|
49 |
-
47,10,162,84,29,155,27.7,0.182,54,0
|
50 |
-
48,1,199,76,43,155,42.9,1.394,22,1
|
51 |
-
49,8,167,106,46,231,37.6,0.165,43,1
|
52 |
-
50,9,145,80,46,130,37.9,0.637,40,1
|
53 |
-
51,6,115,60,39,155,33.7,0.245,40,1
|
54 |
-
52,1,112,80,45,132,34.8,0.217,24,0
|
55 |
-
53,4,145,82,18,155,32.5,0.235,70,1
|
56 |
-
54,10,111,70,27,155,27.5,0.141,40,1
|
57 |
-
55,6,98,58,33,190,34,0.43,43,0
|
58 |
-
56,9,154,78,30,100,30.9,0.164,45,0
|
59 |
-
57,6,165,68,26,168,33.6,0.631,49,0
|
60 |
-
58,1,99,58,10,155,25.4,0.551,21,0
|
61 |
-
59,10,68,106,23,49,35.5,0.285,47,0
|
62 |
-
60,3,123,100,35,240,57.3,0.88,22,0
|
63 |
-
61,8,91,82,29,155,35.6,0.587,68,0
|
64 |
-
62,6,195,70,29,155,30.9,0.328,31,1
|
65 |
-
63,9,156,86,29,155,24.8,0.23,53,1
|
66 |
-
64,0,93,60,29,155,35.3,0.263,25,0
|
67 |
-
65,3,121,52,29,155,36,0.127,25,1
|
68 |
-
66,2,101,58,17,265,24.2,0.614,23,0
|
69 |
-
67,2,56,56,28,45,24.2,0.332,22,0
|
70 |
-
68,0,162,76,36,155,49.6,0.364,26,1
|
71 |
-
69,0,95,64,39,105,44.6,0.366,22,0
|
72 |
-
70,4,125,80,29,155,32.3,0.536,27,1
|
73 |
-
71,5,136,82,29,155,32.45746367,0.64,69,0
|
74 |
-
72,2,129,74,26,205,33.2,0.591,25,0
|
75 |
-
73,3,130,64,29,155,23.1,0.314,22,0
|
76 |
-
74,1,107,50,19,155,28.3,0.181,29,0
|
77 |
-
75,1,140,74,26,180,24.1,0.828,23,0
|
78 |
-
76,1,144,82,46,180,46.1,0.335,46,1
|
79 |
-
77,8,107,80,29,155,24.6,0.856,34,0
|
80 |
-
78,13,158,114,29,155,42.3,0.257,44,1
|
81 |
-
79,2,121,70,32,95,39.1,0.886,23,0
|
82 |
-
80,7,129,68,49,125,38.5,0.439,43,1
|
83 |
-
81,2,90,60,29,155,23.5,0.191,25,0
|
84 |
-
82,7,142,90,24,480,30.4,0.128,43,1
|
85 |
-
83,3,169,74,19,125,29.9,0.268,31,1
|
86 |
-
84,0,99,72,29,155,25,0.253,22,0
|
87 |
-
85,4,127,88,11,155,34.5,0.598,28,0
|
88 |
-
86,4,118,70,29,155,44.5,0.904,26,0
|
89 |
-
87,2,122,76,27,200,35.9,0.483,26,0
|
90 |
-
88,6,125,78,31,155,27.6,0.565,49,1
|
91 |
-
89,1,168,88,29,155,35,0.905,52,1
|
92 |
-
90,2,129,72,29,155,38.5,0.304,41,0
|
93 |
-
91,4,110,76,20,100,28.4,0.118,27,0
|
94 |
-
92,6,80,80,36,155,39.8,0.177,28,0
|
95 |
-
93,10,115,72,29,155,32.45746367,0.261,30,1
|
96 |
-
94,2,127,46,21,335,34.4,0.176,22,0
|
97 |
-
95,9,164,78,29,155,32.8,0.148,45,1
|
98 |
-
96,2,93,64,32,160,38,0.674,23,1
|
99 |
-
97,3,158,64,13,387,31.2,0.295,24,0
|
100 |
-
98,5,126,78,27,22,29.6,0.439,40,0
|
101 |
-
99,10,129,62,36,155,41.2,0.441,38,1
|
102 |
-
100,0,134,58,20,291,26.4,0.352,21,0
|
103 |
-
101,3,102,74,29,155,29.5,0.121,32,0
|
104 |
-
102,7,187,50,33,392,33.9,0.826,34,1
|
105 |
-
103,3,173,78,39,185,33.8,0.97,31,1
|
106 |
-
104,10,94,72,18,155,23.1,0.595,56,0
|
107 |
-
105,1,108,60,46,178,35.5,0.415,24,0
|
108 |
-
106,5,97,76,27,155,35.6,0.378,52,1
|
109 |
-
107,4,83,86,19,155,29.3,0.317,34,0
|
110 |
-
108,1,114,66,36,200,38.1,0.289,21,0
|
111 |
-
109,1,149,68,29,127,29.3,0.349,42,1
|
112 |
-
110,5,117,86,30,105,39.1,0.251,42,0
|
113 |
-
111,1,111,94,29,155,32.8,0.265,45,0
|
114 |
-
112,4,112,78,40,155,39.4,0.236,38,0
|
115 |
-
113,1,116,78,29,180,36.1,0.496,25,0
|
116 |
-
114,0,141,84,26,155,32.4,0.433,22,0
|
117 |
-
115,2,175,88,29,155,22.9,0.326,22,0
|
118 |
-
116,2,92,52,29,155,30.1,0.141,22,0
|
119 |
-
117,3,130,78,23,79,28.4,0.323,34,1
|
120 |
-
118,8,120,86,29,155,28.4,0.259,22,1
|
121 |
-
119,2,174,88,37,120,44.5,0.646,24,1
|
122 |
-
120,2,106,56,27,165,29,0.426,22,0
|
123 |
-
121,2,105,75,29,155,23.3,0.56,53,0
|
124 |
-
122,4,95,60,32,155,35.4,0.284,28,0
|
125 |
-
123,0,126,86,27,120,27.4,0.515,21,0
|
126 |
-
124,8,65,72,23,155,32,0.6,42,0
|
127 |
-
125,2,99,60,17,160,36.6,0.453,21,0
|
128 |
-
126,1,102,74,29,155,39.5,0.293,42,1
|
129 |
-
127,11,120,80,37,150,42.3,0.785,48,1
|
130 |
-
128,3,102,44,20,94,30.8,0.4,26,0
|
131 |
-
129,1,109,58,18,116,28.5,0.219,22,0
|
132 |
-
130,9,140,94,29,155,32.7,0.734,45,1
|
133 |
-
131,13,153,88,37,140,40.6,1.174,39,0
|
134 |
-
132,12,100,84,33,105,30,0.488,46,0
|
135 |
-
133,1,147,94,41,155,49.3,0.358,27,1
|
136 |
-
134,1,81,74,41,57,46.3,1.096,32,0
|
137 |
-
135,3,187,70,22,200,36.4,0.408,36,1
|
138 |
-
136,6,162,62,29,155,24.3,0.178,50,1
|
139 |
-
137,4,136,70,29,155,31.2,1.182,22,1
|
140 |
-
138,1,121,78,39,74,39,0.261,28,0
|
141 |
-
139,3,108,62,24,155,26,0.223,25,0
|
142 |
-
140,0,181,88,44,510,43.3,0.222,26,1
|
143 |
-
141,8,154,78,32,155,32.4,0.443,45,1
|
144 |
-
142,1,128,88,39,110,36.5,1.057,37,1
|
145 |
-
143,7,137,90,41,155,32,0.391,39,0
|
146 |
-
144,0,123,72,29,155,36.3,0.258,52,1
|
147 |
-
145,1,106,76,29,155,37.5,0.197,26,0
|
148 |
-
146,6,190,92,29,155,35.5,0.278,66,1
|
149 |
-
147,2,88,58,26,16,28.4,0.766,22,0
|
150 |
-
148,9,170,74,31,155,44,0.403,43,1
|
151 |
-
149,9,89,62,29,155,22.5,0.142,33,0
|
152 |
-
150,10,101,76,48,180,32.9,0.171,63,0
|
153 |
-
151,2,122,70,27,155,36.8,0.34,27,0
|
154 |
-
152,5,121,72,23,112,26.2,0.245,30,0
|
155 |
-
153,1,126,60,29,155,30.1,0.349,47,1
|
156 |
-
154,1,93,70,31,155,30.4,0.315,23,0
|
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