Use case on the diabetes dataset

Dataset diabetes

Machine Learning Task: Binary classification

This is a Pima Indians Diabetes Database. According to World Health Organization criteria, the diagnostic, binary-valued variable investigated is whether the patient shows signs of diabetes.

Available at OpenML:

Category: Healthcare

# Rows: 768 # Columns: 8

Target: class


Numeric: preg, plas, pres, skin, insu, mass, pedi, age

Machine Learning Use Case Healthcare

Area Under ROC Curve (AUC)

Diabetes Auc

Accuracy (ACC)

Diabetes Acc

Balanced Accuracy (BALACC)

Diabetes Balacc

Cross-Entropy Loss (LOGLOSS)

Diabetes Logloss

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