Research Article

Voting Classification-Based Diabetes Mellitus Prediction Using Hypertuned Machine-Learning Techniques

Table 2

Dataset information.

ā€‰PregnanciesGlucoseBlood pressureSkin thicknessInsulinBMIDiabetes pedigree functionAgeOutcome

Count768.000000768.000000768.000000768.000000768.000000768.000000768.000000768.000000768.000000
Mean3.845052120.89453169.10546920.53645879.79947931.9925780.47187633.2408850.348958
Std3.36957831.97261819.35580715.952218115.2440027.8841600.33132911.7602320.476951
min0.0000000.0000000.0000000.0000000.0000000.0000000.07800021.0000000.000000
25%1.00000099.00000062.0000000.0000000.00000027.3000000.24375024.0000000.000000
50%3.000000117.00000072.00000023.00000030.50000032.0000000.37250029.0000000.000000
75%6.000000140.25000080.00000032.000000127.25000036.6000000.62625041.0000001.000000
Max17.000000199.000000122.00000099.000000846.00000067.1000002.42000081.0000001.000000