Disease Prevalence
54.5%
165 of 303 patients
Model Accuracy
83.6%
RandomForest (100 trees, seed=42)
F1 (Disease)
84.4%
Precision 84.4% | Recall 84.4%
Age Distribution by Outcome
Max Heart Rate (thalach) vs Age
Top Feature Correlations with Disease
Chest Pain Type Breakdown
Data: UCI Heart Disease (Cleveland) · Model: RandomForestClassifier (n_estimators=100, seed=42) · DS Factory E2E pipeline