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workload-predictor – AI Model by yahya-caregiver | AlphaNeural AI

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yahya-caregiver/
workload-predictor

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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