Model: BrejBala/Heart-Disease-Prediction
Author: BrejBala
Pipeline: tabular-classification
Library: scikit-learn
Tags: scikit-learn, joblib, tabular-classification, machine-learning, healthcare, heart-disease, cardiovascular, binary-classification, random-forest, en, license:mit, model-index, region:us
Card metadata: language: en
license: mit
library_name: scikit-learn
pipeline_tag: tabular-classification
tags: scikit-learn, tabular-classification, machine-learning, healthcare, heart-disease, cardiovascular, binary-classification, random-forest
metrics: accuracy, precision, recall, f1
model-index: name: Heart Disease Prediction (RandomForestClassifier)
results: task: type: tabular-classification
name: Tabular Classification
dataset: name: heart-disease.csv (included in project repo)
type: csv
metrics: name: Test Accuracy
type: accuracy
value: 0.87
verified: no, name: 5-fold CV Accuracy (mean)
type: accuracy
value: 0.8479781421
verified: no, name: 5-fold CV Precision (mean)
type: precision
value: 0.8215873016
verified: no, name: 5-fold CV Recall (mean)
type: recall
value: 0.9272727273
verified: no, name: 5-fold CV F1 (mean)
type: f1
value: 0.8705403543
verified: no
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Created: 2025-12-13 03:15:08