Modelpublic

yahya-caregiver/workload-predictor

sourceHugging Faceupdated 5mo agoView on Hugging Face

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Model Card

Caregiver Workload Predictor

This model predicts the weekly workload hours for Alzheimer's caregivers based on patient activity and cognitive metrics.

Model Details

—Type: LinearRegression
—Accuracy (R²): 94.47%
—Input Features: 5 base features (plus 3 computed interaction terms)

Files

—workload_predictor.pkl: The serialized model
—model_metadata.json: Performance metrics and metadata
—features.json: List of required input features