metadata
license: mit
datasets:
- ShaqOneal/heart
language:
- en
metrics:
- accuracy
- f1
- precision
pipeline_tag: tabular-classification
library_name: sklearn
tags:
- decision-tree
- machine-learning
- classification
- auto-ml
- streamlit
- python
- scikit-learn
- student-project
- csv-model
- tree-based-model
- iterpretable-ai
Decision Tree Model
This model was trained using Decision Tree as part of the AI AutoML Platform.
Features
- Automatic preprocessing
- Missing value handling
- Label encoding
- Feature scaling
- Hyperparameter tuning
- Accuracy optimization
Model Type
Decision Tree
Library
scikit-learn
Use Cases
- Customer churn prediction
- Medical diagnosis
- Binary classification
- Multi-class classification
Metrics
- Accuracy: XX%
- Precision: XX%
- Recall: XX%
- F1 Score: XX%
Developer
Created by Asma Abid