Property	Value
Algorithm	XGBoost Classifier
Objective	multi:softprob
Task	Multi-class Classification
Input	Age, Gender, Symptom indicators
Output	Disease probabilities

🚀 Quick Start

Installation

pip install huggingface_hub joblib pandas numpy xgboost scikit-learn

Load and Use the Model

python

import joblib
import pandas as pd
import numpy as np
from huggingface_hub import hf_hub_download

# Download model from Hugging Face
REPO_ID = "ARUNAGIRINATHAN/disease-classifier"
model = joblib.load(hf_hub_download(REPO_ID, "xgboost_model.joblib"))
label_encoder = joblib.load(hf_hub_download(REPO_ID, "label_encoder.joblib"))
feature_columns = joblib.load(hf_hub_download(REPO_ID, "feature_columns.joblib"))

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