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adult-income-classifier
AIExplorer1234/adult-income-classifier
adult-income-classifier is a machine learning model from AIExplorer1234. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
--- license: mit tags: - tabular - income-classification - xgboost ---
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Public
Updated Jul 12, 2025
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.pkl401 KB · 99%
At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 12, 2025
- Updated
- Jul 12, 2025
- SHA
- b6a826c9
Model card
From the Hugging Face model README
license: mit tags:
- tabular
- income-classification
- xgboost
XGBoost Income Classification Model
This is an XGBoost model trained on the UCI Adult Income dataset to predict whether a person's income exceeds $50K/year based on census data.
Example Usage
import joblib
import pandas as pd
model = joblib.load("best_xgboost_model_for_adult.pkl")
input_df = pd.DataFrame({...}) # input data
prediction = model.predict(input_df)
Metrics
Accuracy: 87.0%
ROC AUC: 92.4%
- License
- apache-2.0
- Created
- Jul 12, 2025
- Updated
- Jul 12, 2025