| \n", " | Pregnant | \n", "Glucose | \n", "Diastolic_BP | \n", "Skin_Fold | \n", "Serum_Insulin | \n", "BMI | \n", "Diabetes_Pedigree | \n", "Age | \n", "Class | \n", "
|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "6 | \n", "148.0 | \n", "72.0 | \n", "35.0 | \n", "NaN | \n", "33.6 | \n", "0.627 | \n", "50 | \n", "1 | \n", "
| 1 | \n", "1 | \n", "85.0 | \n", "66.0 | \n", "29.0 | \n", "NaN | \n", "26.6 | \n", "0.351 | \n", "31 | \n", "0 | \n", "
| 2 | \n", "8 | \n", "183.0 | \n", "64.0 | \n", "NaN | \n", "NaN | \n", "23.3 | \n", "0.672 | \n", "32 | \n", "1 | \n", "
| 3 | \n", "1 | \n", "89.0 | \n", "66.0 | \n", "23.0 | \n", "94.0 | \n", "28.1 | \n", "0.167 | \n", "21 | \n", "0 | \n", "
| 4 | \n", "0 | \n", "137.0 | \n", "40.0 | \n", "35.0 | \n", "168.0 | \n", "43.1 | \n", "2.288 | \n", "33 | \n", "1 | \n", "
| \n", " | Pregnant | \n", "Glucose | \n", "Diastolic_BP | \n", "Skin_Fold | \n", "Serum_Insulin | \n", "BMI | \n", "Diabetes_Pedigree | \n", "Age | \n", "Class | \n", "
|---|---|---|---|---|---|---|---|---|---|
| count | \n", "768.000000 | \n", "763.000000 | \n", "733.000000 | \n", "541.000000 | \n", "394.000000 | \n", "757.000000 | \n", "768.000000 | \n", "768.000000 | \n", "768.000000 | \n", "
| mean | \n", "3.845052 | \n", "121.686763 | \n", "72.405184 | \n", "29.153420 | \n", "155.548223 | \n", "32.457464 | \n", "0.471876 | \n", "33.240885 | \n", "0.348958 | \n", "
| std | \n", "3.369578 | \n", "30.535641 | \n", "12.382158 | \n", "10.476982 | \n", "118.775855 | \n", "6.924988 | \n", "0.331329 | \n", "11.760232 | \n", "0.476951 | \n", "
| min | \n", "0.000000 | \n", "44.000000 | \n", "24.000000 | \n", "7.000000 | \n", "14.000000 | \n", "18.200000 | \n", "0.078000 | \n", "21.000000 | \n", "0.000000 | \n", "
| 25% | \n", "1.000000 | \n", "99.000000 | \n", "64.000000 | \n", "22.000000 | \n", "76.250000 | \n", "27.500000 | \n", "0.243750 | \n", "24.000000 | \n", "0.000000 | \n", "
| 50% | \n", "3.000000 | \n", "117.000000 | \n", "72.000000 | \n", "29.000000 | \n", "125.000000 | \n", "32.300000 | \n", "0.372500 | \n", "29.000000 | \n", "0.000000 | \n", "
| 75% | \n", "6.000000 | \n", "141.000000 | \n", "80.000000 | \n", "36.000000 | \n", "190.000000 | \n", "36.600000 | \n", "0.626250 | \n", "41.000000 | \n", "1.000000 | \n", "
| max | \n", "17.000000 | \n", "199.000000 | \n", "122.000000 | \n", "99.000000 | \n", "846.000000 | \n", "67.100000 | \n", "2.420000 | \n", "81.000000 | \n", "1.000000 | \n", "
LogisticRegression(max_iter=1000)In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
LogisticRegression(max_iter=1000)
LogisticRegression(max_iter=1000)In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
LogisticRegression(max_iter=1000)
| \n", " | Pregnant | \n", "Glucose | \n", "Diastolic_BP | \n", "Skin_Fold | \n", "Serum_Insulin | \n", "BMI | \n", "Diabetes_Pedigree | \n", "Age | \n", "Class | \n", "
|---|---|---|---|---|---|---|---|---|---|
| count | \n", "768.000000 | \n", "763.000000 | \n", "733.000000 | \n", "541.000000 | \n", "394.000000 | \n", "757.000000 | \n", "768.000000 | \n", "768.000000 | \n", "768.000000 | \n", "
| mean | \n", "3.845052 | \n", "121.686763 | \n", "72.405184 | \n", "29.153420 | \n", "155.548223 | \n", "32.457464 | \n", "0.471876 | \n", "33.240885 | \n", "0.348958 | \n", "
| std | \n", "3.369578 | \n", "30.535641 | \n", "12.382158 | \n", "10.476982 | \n", "118.775855 | \n", "6.924988 | \n", "0.331329 | \n", "11.760232 | \n", "0.476951 | \n", "
| min | \n", "0.000000 | \n", "44.000000 | \n", "24.000000 | \n", "7.000000 | \n", "14.000000 | \n", "18.200000 | \n", "0.078000 | \n", "21.000000 | \n", "0.000000 | \n", "
| 25% | \n", "1.000000 | \n", "99.000000 | \n", "64.000000 | \n", "22.000000 | \n", "76.250000 | \n", "27.500000 | \n", "0.243750 | \n", "24.000000 | \n", "0.000000 | \n", "
| 50% | \n", "3.000000 | \n", "117.000000 | \n", "72.000000 | \n", "29.000000 | \n", "125.000000 | \n", "32.300000 | \n", "0.372500 | \n", "29.000000 | \n", "0.000000 | \n", "
| 75% | \n", "6.000000 | \n", "141.000000 | \n", "80.000000 | \n", "36.000000 | \n", "190.000000 | \n", "36.600000 | \n", "0.626250 | \n", "41.000000 | \n", "1.000000 | \n", "
| max | \n", "17.000000 | \n", "199.000000 | \n", "122.000000 | \n", "99.000000 | \n", "846.000000 | \n", "67.100000 | \n", "2.420000 | \n", "81.000000 | \n", "1.000000 | \n", "
| \n", " | Pregnant | \n", "Glucose | \n", "Diastolic_BP | \n", "Skin_Fold | \n", "BMI | \n", "Diabetes_Pedigree | \n", "Age | \n", "Class | \n", "
|---|---|---|---|---|---|---|---|---|
| 0 | \n", "6 | \n", "148.0 | \n", "72.0 | \n", "35.00000 | \n", "33.6 | \n", "0.627 | \n", "50 | \n", "1 | \n", "
| 1 | \n", "1 | \n", "85.0 | \n", "66.0 | \n", "29.00000 | \n", "26.6 | \n", "0.351 | \n", "31 | \n", "0 | \n", "
| 2 | \n", "8 | \n", "183.0 | \n", "64.0 | \n", "29.15342 | \n", "23.3 | \n", "0.672 | \n", "32 | \n", "1 | \n", "
| 3 | \n", "1 | \n", "89.0 | \n", "66.0 | \n", "23.00000 | \n", "28.1 | \n", "0.167 | \n", "21 | \n", "0 | \n", "
| 4 | \n", "0 | \n", "137.0 | \n", "40.0 | \n", "35.00000 | \n", "43.1 | \n", "2.288 | \n", "33 | \n", "1 | \n", "
| ... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
| 763 | \n", "10 | \n", "101.0 | \n", "76.0 | \n", "48.00000 | \n", "32.9 | \n", "0.171 | \n", "63 | \n", "0 | \n", "
| 764 | \n", "2 | \n", "122.0 | \n", "70.0 | \n", "27.00000 | \n", "36.8 | \n", "0.340 | \n", "27 | \n", "0 | \n", "
| 765 | \n", "5 | \n", "121.0 | \n", "72.0 | \n", "23.00000 | \n", "26.2 | \n", "0.245 | \n", "30 | \n", "0 | \n", "
| 766 | \n", "1 | \n", "126.0 | \n", "60.0 | \n", "29.15342 | \n", "30.1 | \n", "0.349 | \n", "47 | \n", "1 | \n", "
| 767 | \n", "1 | \n", "93.0 | \n", "70.0 | \n", "31.00000 | \n", "30.4 | \n", "0.315 | \n", "23 | \n", "0 | \n", "
768 rows × 8 columns
\n", "